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Jose Carlos Principe - Publications

Affiliations: 
University of Florida, Gainesville, Gainesville, FL, United States 
Area:
Computational NeuroEngineering
Website:
http://www.cnel.ufl.edu
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434 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wickstrøm KK, Løkse S, Kampffmeyer MC, Yu S, Príncipe JC, Jenssen R. Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy. Entropy (Basel, Switzerland). 25. PMID 37372243 DOI: 10.3390/e25060899  0.692
2022 Huang Y, Zhang X, Shen X, Chen S, Principe J, Wang Y. Extracting synchronized neuronal activity from local field potentials based on a marked point process framework. Journal of Neural Engineering. PMID 35921802 DOI: 10.1088/1741-2552/ac86a3  0.405
2021 Sledge IJ, Principe JC. Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 34714752 DOI: 10.1109/TNNLS.2021.3115698  0.749
2021 Li K, Príncipe JC. Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge. Frontiers in Artificial Intelligence. 4: 568384. PMID 34568811 DOI: 10.3389/frai.2021.568384  0.533
2021 Burt R, Thigpen NN, Keil A, Principe JC. Unsupervised foveal vision neural architecture with top-down attention. Neural Networks : the Official Journal of the International Neural Network Society. 141: 145-159. PMID 33901879 DOI: 10.1016/j.neunet.2021.03.003  0.805
2021 Duan S, Yu S, Principe JC. Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33400656 DOI: 10.1109/TNNLS.2020.3042346  0.703
2020 Michaelis BT, Leathers KW, Bobkov YV, Ache BW, Principe JC, Baharloo R, Park IM, Reidenbach MA. Odor tracking in aquatic organisms: the importance of temporal and spatial intermittency of the turbulent plume. Scientific Reports. 10: 7961. PMID 32409665 DOI: 10.1038/S41598-020-64766-Y  0.584
2020 Yu S, Wickstrom K, Jenssen R, Principe JC. Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. Ieee Transactions On Neural Networks and Learning Systems. PMID 32071010 DOI: 10.1109/Tnnls.2020.2968509  0.72
2020 Qin Z, Chen B, Zheng N, Principe JC. Augmented Space Linear Models Ieee Transactions On Signal Processing. 68: 2724-2738. DOI: 10.1109/TSP.2020.2987053  0.361
2020 Chen B, Dang L, Gu Y, Zheng N, Príncipe JC. Minimum Error Entropy Kalman Filter Ieee Transactions On Systems, Man, and Cybernetics. 1-11. DOI: 10.1109/Tsmc.2019.2957269  0.319
2020 Nallathambi G, Principe JC. Theory and Algorithms for Pulse Signal Processing Ieee Transactions On Circuits and Systems I: Regular Papers. 67: 2707-2718. DOI: 10.1109/Tcsi.2020.2981318  0.79
2020 Liu J, Principe JC, Andalib A. Fast spatio-temporal decorrelation using FIR filter network with decoupled adaptive step sizes Digital Signal Processing. 96: 102595. DOI: 10.1016/J.Dsp.2019.102595  0.652
2019 Sledge IJ, Príncipe JC. Reduction of Markov Chains Using a Value-of-Information-Based Approach. Entropy (Basel, Switzerland). 21. PMID 33267063 DOI: 10.3390/e21040349  0.733
2019 Yu S, Príncipe JC. Simple Stopping Criteria for Information Theoretic Feature Selection. Entropy (Basel, Switzerland). 21. PMID 33266815 DOI: 10.3390/e21010099  0.674
2019 Sledge IJ, Principe JC. An Exact Reformulation of Feature-Vector-Based Radial-Basis-Function Networks for Graph-Based Observations. Ieee Transactions On Neural Networks and Learning Systems. PMID 31902772 DOI: 10.1109/TNNLS.2019.2953919  0.749
2019 Loza CA, Reddy CG, Akella S, Príncipe JC. Discrimination of Movement-Related Cortical Potentials Exploiting Unsupervised Learned Representations From ECoGs. Frontiers in Neuroscience. 13: 1248. PMID 31824249 DOI: 10.3389/Fnins.2019.01248  0.822
2019 Duan S, Yu S, Chen Y, Principe JC. On Kernel Method-Based Connectionist Models and Supervised Deep Learning without Backpropagation. Neural Computation. 1-39. PMID 31703172 DOI: 10.1162/Neco_A_01250  0.717
2019 Qin Z, Chen B, Gu Y, Zheng N, Principe JC. Probability Density Rank-Based Quantization for Convex Universal Learning Machines. Ieee Transactions On Neural Networks and Learning Systems. PMID 31536021 DOI: 10.1109/TNNLS.2019.2935502  0.378
2019 Zhang X, Libedinsky C, So R, Principe JC, Wang Y. Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 31403433 DOI: 10.1109/Tnsre.2019.2934176  0.544
2019 Yu S, Sanchez Giraldo LG, Jenssen R, Principe JC. Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31395536 DOI: 10.1109/Tpami.2019.2932976  0.702
2019 Yu S, Príncipe JC. Understanding autoencoders with information theoretic concepts. Neural Networks : the Official Journal of the International Neural Network Society. 117: 104-123. PMID 31132606 DOI: 10.1016/J.Neunet.2019.05.003  0.714
2019 Kapelner T, Vujaklija I, Jiang N, Negro F, Aszmann OC, Principe J, Farina D. Predicting wrist kinematics from motor unit discharge timings for the control of active prostheses. Journal of Neuroengineering and Rehabilitation. 16: 47. PMID 30953528 DOI: 10.1186/s12984-019-0516-x  0.303
2019 Sledge I, Príncipe J. Reduction of Markov Chains Using a Value-of-Information-Based Approach Entropy. 21: 349. DOI: 10.3390/e21040349  0.749
2019 Yu S, Príncipe J. Simple Stopping Criteria for Information Theoretic Feature Selection Entropy. 21: 99. DOI: 10.3390/E21010099  0.697
2019 Sledge IJ, Principe JC. Analysis of Agent Expertise in Ms. Pac-Man Using Value-of-Information-Based Policies Ieee Transactions On Games. 11: 142-158. DOI: 10.1109/TG.2018.2808201  0.74
2019 Dang L, Chen B, Wang S, Gu Y, Principe JC. Kernel Kalman Filtering With Conditional Embedding and Maximum Correntropy Criterion Ieee Transactions On Circuits and Systems I: Regular Papers. 66: 4265-4277. DOI: 10.1109/TCSI.2019.2920773  0.32
2019 Chen B, Wang X, Li Y, Principe JC. Maximum Correntropy Criterion With Variable Center Ieee Signal Processing Letters. 26: 1212-1216. DOI: 10.1109/LSP.2019.2925692  0.369
2019 Cao Z, Yu S, Ouyang B, Dalgleish F, Vuorenkoski A, Alsenas G, Principe JC. Marine Animal Classification With Correntropy-Loss-Based Multiview Learning Ieee Journal of Oceanic Engineering. 44: 1116-1129. DOI: 10.1109/Joe.2018.2861500  0.761
2019 Yu S, Abraham Z, Wang H, Shah M, Wei Y, Príncipe JC. Concept drift detection and adaptation with hierarchical hypothesis testing Journal of the Franklin Institute. 356: 3187-3215. DOI: 10.1016/J.Jfranklin.2019.01.043  0.708
2018 Sledge IJ, Príncipe JC. An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits. Entropy (Basel, Switzerland). 20. PMID 33265246 DOI: 10.3390/e20030155  0.727
2018 Zhang X, Principe JC, Wang Y. Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 6125-6128. PMID 30441732 DOI: 10.1109/EMBC.2018.8513597  0.5
2018 Loza CA, Principe JC. The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 3112-3115. PMID 30441053 DOI: 10.1109/EMBC.2018.8512974  0.79
2018 Chen B, Xing L, Zheng N, Principe JC, Ieee F. Quantized Minimum Error Entropy Criterion. Ieee Transactions On Neural Networks and Learning Systems. PMID 30281485 DOI: 10.1109/TNNLS.2018.2868812  0.368
2018 Zhao D, Liu D, Lewis FL, Principe JC, Squartin S. Editorial Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming. Ieee Transactions On Neural Networks and Learning Systems. PMID 29993895 DOI: 10.1109/Tnnls.2018.2818878  0.354
2018 Sledge IJ, Emigh MS, Principe JC. Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. Ieee Transactions On Neural Networks and Learning Systems. 29: 2080-2098. PMID 29771664 DOI: 10.1109/TNNLS.2018.2812709  0.787
2018 Li K, Príncipe JC. Biologically-Inspired Spike-Based Automatic Speech Recognition of Isolated Digits Over a Reproducing Kernel Hilbert Space. Frontiers in Neuroscience. 12: 194. PMID 29666568 DOI: 10.3389/Fnins.2018.00194  0.59
2018 Sledge I, Príncipe J. An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits Entropy. 20: 155. DOI: 10.3390/e20030155  0.743
2018 Angelov PP, Gu X, Principe JC. Autonomous Learning Multimodel Systems From Data Streams Ieee Transactions On Fuzzy Systems. 26: 2213-2224. DOI: 10.1109/TFUZZ.2017.2769039  0.341
2018 Cudic M, Burt R, Santana E, Principe JC. A flexible testing environment for visual question answering with performance evaluation Neurocomputing. 291: 128-135. DOI: 10.1016/J.Neucom.2018.02.065  0.793
2018 Cinar GT, Sequeira PM, Principe JC. Hierarchical linear dynamical systems for unsupervised musical note recognition Journal of the Franklin Institute. 355: 1638-1662. DOI: 10.1016/J.Jfranklin.2017.04.013  0.808
2018 Gu X, Angelov PP, Principe J. A Method for Autonomous Data Partitioning Information Sciences. 65-82. DOI: 10.1016/J.Ins.2018.05.030  0.345
2018 Gu X, Angelov P, Kangin D, Principe J. Self-Organised direction aware data partitioning algorithm Information Sciences. 423: 80-95. DOI: 10.1016/j.ins.2017.09.025  0.333
2017 Loza CA, Okun MS, Príncipe JC. A Marked Point Process Framework for Extracellular Electrical Potentials. Frontiers in Systems Neuroscience. 11: 95. PMID 29326562 DOI: 10.3389/Fnsys.2017.00095  0.804
2017 Loza CA, Shute JB, Principe JC, Okun MS, Gunduz A. A marked point process approach for identifying neural correlates of tics in Tourette Syndrome. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 4375-4378. PMID 29060866 DOI: 10.1109/EMBC.2017.8037825  0.798
2017 Santana E, Emigh MS, Zegers P, Principe JC. Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 28880191 DOI: 10.1109/Tnnls.2017.2735903  0.802
2017 Philips GR, Daly JJ, Príncipe JC. Topographical measures of functional connectivity as biomarkers for post-stroke motor recovery. Journal of Neuroengineering and Rehabilitation. 14: 67. PMID 28683745 DOI: 10.1186/S12984-017-0277-3  0.768
2017 Li K, Principe JC. Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm Ieee Transactions On Signal Processing. 65: 6520-6535. DOI: 10.1109/Tsp.2017.2752695  0.586
2017 Chen B, Xing L, Xu B, Zhao H, Zheng N, Principe JC. Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering Ieee Transactions On Signal Processing. 65: 2888-2901. DOI: 10.1109/TSP.2017.2669903  0.392
2017 Farina D, Vujaklija I, Sartori M, Kapelner T, Negro F, Jiang N, Bergmeister K, Andalib A, Principe J, Aszmann OC. Man/machine interface based on the discharge timings of spinal motor neurons after targeted muscle reinnervation Nature Biomedical Engineering. 1. DOI: 10.1038/S41551-016-0025  0.616
2017 Xu G, Cao Z, Hu B, Principe JC. Robust support vector machines based on the rescaled hinge loss function Pattern Recognition. 63: 139-148. DOI: 10.1016/J.Patcog.2016.09.045  0.507
2017 Fontes AI, Rego JB, Martins AdM, Silveira LF, Principe J. Cyclostationary correntropy: Definition and applications Expert Systems With Applications. 69: 110-117. DOI: 10.1016/j.eswa.2016.10.029  0.332
2017 Chen B, Liu X, Zhao H, Principe JC. Maximum correntropy Kalman filter Automatica. 76: 70-77. DOI: 10.1016/j.automatica.2016.10.004  0.333
2017 Wang W, Zhao J, Qu H, Chen B, Principe JC. Convergence performance analysis of an adaptive kernel width MCC algorithm Aeu - International Journal of Electronics and Communications. 76: 71-76. DOI: 10.1016/J.AEUE.2017.03.028  0.36
2017 Gu X, Angelov PP, Kangin D, Principe JC. A new type of distance metric and its use for clustering Evolving Systems. 8: 167-177. DOI: 10.1007/S12530-017-9195-7  0.317
2017 Luan Z, Qu H, Zhao J, Chen B, Principe JC. Fairness constrained diffusion adaptive power control for dense small cell network Telecommunication Systems. 68: 373-384. DOI: 10.1007/s11235-017-0387-z  0.323
2017 Cao Z, Príncipe JC, Ouyang B, Dalgleish F, Vuorenkoski A, Ramos B, Alsenas G. Marine animal classification using UMSLI in HBOI optical test facility Multimedia Tools and Applications. 76: 23117-23138. DOI: 10.1007/S11042-017-4833-4  0.529
2016 Loza CA, Principe JC. Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3720-3723. PMID 28269099 DOI: 10.1109/EMBC.2016.7591536  0.804
2016 Silva CS, Hazrati MK, Keil A, Principe JC. Quantification of neural functional connectivity during an active avoidance task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 708-711. PMID 28268426 DOI: 10.1109/EMBC.2016.7590800  0.662
2016 Loza CA, Principe JC, Loza CA, Principe JC, Loza CA, Principe JC. Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3720-3723. PMID 28227323 DOI: 10.1109/EMBC.2016.7591536  0.804
2016 Li H, Wang F, Zhang Q, Zhang S, Wang Y, Zheng X, Principe JC, Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, Principe JC, Wang Y, ... Principe JC, et al. Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3056-3059. PMID 28227163 DOI: 10.1109/EMBC.2016.7591374  0.707
2016 Xu G, Hu BG, Principe JC. Robust C-Loss Kernel Classifiers. Ieee Transactions On Neural Networks and Learning Systems. PMID 28055924 DOI: 10.1109/TNNLS.2016.2637351  0.316
2016 Chen B, Xing L, Xu B, Zhao H, Principe JC. Insights Into the Robustness of Minimum Error Entropy Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 28026787 DOI: 10.1109/TNNLS.2016.2636160  0.33
2016 Choi JS, Brockmeier AJ, McNiel DB, Kraus LM, Príncipe JC, Francis JT. Eliciting naturalistic cortical responses with a sensory prosthesis via optimized microstimulation. Journal of Neural Engineering. 13: 056007. PMID 27518368 DOI: 10.1088/1741-2560/13/5/056007  0.746
2016 Dura-Bernal S, Li K, Neymotin SA, Francis JT, Principe JC, Lytton WW. Restoring Behavior via Inverse Neurocontroller in a Lesioned Cortical Spiking Model Driving a Virtual Arm. Frontiers in Neuroscience. 10: 28. PMID 26903796 DOI: 10.3389/Fnins.2016.00028  0.658
2016 Park IJ, Hein AM, Bobkov YV, Reidenbach MA, Ache BW, Principe JC. Neurally Encoding Time for Olfactory Navigation. Plos Computational Biology. 12: e1004682. PMID 26730727 DOI: 10.1371/Journal.Pcbi.1004682  0.514
2016 Brockmeier AJ, Principe JC. Learning Recurrent Waveforms Within EEGs. Ieee Transactions On Bio-Medical Engineering. 63: 43-54. PMID 26571508 DOI: 10.1109/Tbme.2015.2499241  0.709
2016 Chen B, Wang J, Zhao H, Principe J. Insights into Entropy as a Measure of Multivariate Variability Entropy. 18: 196. DOI: 10.3390/e18050196  0.303
2016 Zhao S, Chen B, Cao Z, Zhu P, Principe JC. Self-organizing kernel adaptive filtering Eurasip Journal On Advances in Signal Processing. 2016. DOI: 10.1186/S13634-016-0406-3  0.801
2016 Cinar GT, Sain JP, Principe JC. A Study of Musical Pitch Distance Using a Self-Organized Hierarchical Linear Dynamical System on Acoustic Signals Computer Music Journal. 40: 68-82. DOI: 10.1162/Comj_A_00375  0.798
2016 Chen B, Xing L, Zhao H, Zheng N, Principe JC. Generalized Correntropy for Robust_newline Adaptive Filtering Ieee Transactions On Signal Processing. 64: 3376-3387. DOI: 10.1109/TSP.2016.2539127  0.389
2016 You X, Guo W, Yu S, Li K, Principe JC, Tao D. Kernel Learning for Dynamic Texture Synthesis Ieee Transactions On Image Processing. 25: 4782-4795. DOI: 10.1109/Tip.2016.2598653  0.773
2016 Emigh MS, Kriminger EG, Brockmeier AJ, Principe JC, Pardalos PM. Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning Ieee Transactions On Computational Intelligence and Ai in Games. 8: 56-66. DOI: 10.1109/Tciaig.2014.2369345  0.781
2016 Loza CA, Principe JC. Transient model of EEG using Gini Index-based matching pursuit Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016: 724-728. DOI: 10.1109/ICASSP.2016.7471770  0.809
2016 Luan Z, Qu H, Zhao J, Chen B, Principe JC. Correntropy induced joint power and admission control algorithm for dense small cell network Iet Communications. 10: 2154-2161. DOI: 10.1049/iet-com.2016.0156  0.306
2016 Ma W, Chen B, Zhao H, Gui G, Duan J, Principe JC. Sparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric Penalty Circuits, Systems, and Signal Processing. 35: 1077-1089. DOI: 10.1007/s00034-015-0098-1  0.309
2015 Wang F, Wang Y, Xu K, Li H, Liao Y, Zhang Q, Zhang S, Zheng X, Principe JC. Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. Ieee Transactions On Neural Networks and Learning Systems. PMID 26625423 DOI: 10.1109/Tnnls.2015.2493079  0.808
2015 Wang Y, She X, Liao Y, Li H, Zhang Q, Zhang S, Zheng X, Principe J. Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces. Ieee Transactions On Bio-Medical Engineering. PMID 26584486 DOI: 10.1109/Tbme.2015.2500585  0.811
2015 Liao Y, She X, Wang Y, Zhang S, Zhang Q, Zheng X, Principe JC. Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces. Journal of Neural Engineering. 12: 066014. PMID 26468607 DOI: 10.1088/1741-2560/12/6/066014  0.803
2015 Li K, Principe JC. The Kernel Adaptive Autoregressive-Moving-Average Algorithm. Ieee Transactions On Neural Networks and Learning Systems. PMID 25935049 DOI: 10.1109/Tnnls.2015.2418323  0.589
2015 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Francis JT, Sanchez JC, Príncipe JC. Kernel temporal differences for neural decoding. Computational Intelligence and Neuroscience. 2015: 481375. PMID 25866504 DOI: 10.1155/2015/481375  0.81
2015 Khodam Hazrati M, Miskovic V, Príncipe JC, Keil A. Functional Connectivity in Frequency-Tagged Cortical Networks During Active Harm Avoidance. Brain Connectivity. 5: 292-302. PMID 25557925 DOI: 10.1089/Brain.2014.0307  0.343
2015 Principe JC, Brockmeier AJ. Representing and decomposing neural potential signals. Current Opinion in Neurobiology. 31: 13-7. PMID 25113153 DOI: 10.1016/J.Conb.2014.07.023  0.727
2015 Wu Z, Peng S, Chen B, Zhao H, Principe JC. Proportionate minimum error entropy algorithm for sparse system identification Entropy. 17: 5995-6006. DOI: 10.3390/e17095995  0.343
2015 Zhang Y, Chen B, Liu X, Yuan Z, Principe JC. Convergence of a fixed-point minimum error entropy algorithm Entropy. 17: 5549-5560. DOI: 10.3390/e17085549  0.344
2015 Wu Z, Peng S, Ma W, Chen B, Principe JC. Minimum error entropy algorithms with sparsity penalty constraints Entropy. 17: 3419-3437. DOI: 10.3390/e17053419  0.353
2015 Ribeiro ÁC, Barros AK, Santana E, Príncipe JC. Diabetes classification using a redundancy reduction preprocessor Research On Biomedical Engineering. 31: 97-106. DOI: 10.1590/1517-3151.0608  0.306
2015 Li K, Principe JC. The Kernel Adaptive Autoregressive-Moving-Average Algorithm Ieee Transactions On Neural Networks and Learning Systems. DOI: 10.1109/TNNLS.2015.2418323  0.468
2015 Sanchez Giraldo LG, Rao M, Principe JC. Measures of entropy from data using infinitely divisible Kernels Ieee Transactions On Information Theory. 61: 535-548. DOI: 10.1109/Tit.2014.2370058  0.353
2015 Chakrabarti S, Bongiovanni T, Judge J, Nagarajan K, Principe JC. Downscaling satellite-based soil moisture in heterogeneous regions using high-resolution remote sensing products and information theory: A synthetic study Ieee Transactions On Geoscience and Remote Sensing. 53: 85-101. DOI: 10.1109/Tgrs.2014.2318699  0.601
2015 Li K, Dura-Bernal S, Francis JT, Lytton WW, Principe JC. Repairing lesions via kernel adaptive inverse control in a biomimetic model of sensorimotor cortex International Ieee/Embs Conference On Neural Engineering, Ner. 2015: 478-481. DOI: 10.1109/NER.2015.7146663  0.389
2015 Emigh M, Kriminger E, Principe JC. A model based approach to exploration of continuous-state MDPs using Divergence-to-Go Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324371  0.804
2015 Nallathambi G, Principe JC, Euliano NR. Pulse based signal processing for systolic peak recognition Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324322  0.793
2015 Principe JC, Chen B. Universal approximation with convex optimization: Gimmick or reality? [Discussion Forum] Ieee Computational Intelligence Magazine. 10: 68-77. DOI: 10.1109/MCI.2015.2405352  0.343
2015 Chen B, Wang J, Zhao H, Zheng N, Principe JC. Convergence of a fixed-point algorithm under maximum correntropy criterion Ieee Signal Processing Letters. 22: 1723-1727. DOI: 10.1109/LSP.2015.2428713  0.335
2015 Santana E, Principe JC. Mixed generative and supervised learning modes in Deep Predictive Coding Networks Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280746  0.578
2015 Santana E, Cinar GT, Principe JC. Parallel flow in Deep Predictive Coding Networks Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280744  0.548
2015 Emigh M, Kriminger E, Principe JC. Linear discriminant analysis with an information divergence criterion Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280693  0.779
2015 Brockmeier AJ, Principe JC. Explicit versus implicit source estimation for blind multiple input single output system identification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 2140-2144. DOI: 10.1109/ICASSP.2015.7178349  0.66
2015 Santana E, Dockendorf K, Principe JC. Learning joint features for color and depth images with Convolutional Neural Networks for object classification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 1320-1323. DOI: 10.1109/ICASSP.2015.7178184  0.589
2015 Protopapas P, Huijse P, Estévez PA, Zegers P, Príncipe JC, Marquette J. A NOVEL, FULLY AUTOMATED PIPELINE FOR PERIOD ESTIMATION IN THE EROS 2 DATA SET The Astrophysical Journal Supplement Series. 216: 25. DOI: 10.1088/0067-0049/216/2/25  0.301
2015 Da Silva C, Barros AK, Santana E, De Araújo MAF, Lopes MVDS, Fonseca JV, Principe JC. An algorithm based on non-squared sum of the errors Signal Processing. 117: 188-191. DOI: 10.1016/j.sigpro.2015.03.012  0.321
2015 Chalasani R, Principe JC. Self-organizing maps with information theoretic learning Neurocomputing. 147: 3-14. DOI: 10.1016/J.Neucom.2013.12.059  0.76
2015 Fontes AIR, De M. Martins A, Silveira LFQ, Principe JC. Performance evaluation of the correntropy coefficient in automatic modulation classification Expert Systems With Applications. 42: 1-8. DOI: 10.1016/j.eswa.2014.07.023  0.328
2015 Chen L, Qu H, Zhao J, Chen B, Principe JC. Efficient and robust deep learning with Correntropy-induced loss function Neural Computing and Applications. DOI: 10.1007/s00521-015-1916-x  0.351
2015 Vidal AA, Tavares VG, Príncipe JC. An Adaptive Signal Processing Framework for PV Power Maximization Circuits, Systems, and Signal Processing. 34: 2973-2992. DOI: 10.1007/s00034-015-9972-0  0.315
2015 Chen B, Liu W, Principe JC. Theoretical methods in machine learning Springer Handbook of Computational Intelligence. 523-543. DOI: 10.1007/978-3-662-43505-22  0.418
2014 Hasanbelliu E, Sanchez Giraldo L, Principe JC. Information Theoretic Shape Matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 2436-51. PMID 26353150 DOI: 10.1109/Tpami.2014.2324585  0.8
2014 Loza CA, Philips GR, Hazrati MKh, Daly JJ, Principe JC. Classification of hand movement direction based on EEG high-gamma activity. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6509-12. PMID 25571487 DOI: 10.1109/EMBC.2014.6945119  0.781
2014 Philips GR, Hazrati MKh, Daly JJ, Principe JC. Addressing low frequency movement artifacts in EEG signal recorded during center-out reaching tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6497-500. PMID 25571484 DOI: 10.1109/EMBC.2014.6945116  0.785
2014 Santana E, Brockmeier AJ, Principe JC. Joint optimization of algorithmic suites for EEG analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 2997-3000. PMID 25570621 DOI: 10.1109/EMBC.2014.6944253  0.785
2014 Chalasani R, Principe JC. Context Dependent Encoding Using Convolutional Dynamic Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 25376046 DOI: 10.1109/Tnnls.2014.2360060  0.766
2014 Li L, Brockmeier AJ, Choi JS, Francis JT, Sanchez JC, Príncipe JC. A tensor-product-kernel framework for multiscale neural activity decoding and control. Computational Intelligence and Neuroscience. 2014: 870160. PMID 24829569 DOI: 10.1155/2014/870160  0.815
2014 Brockmeier AJ, Choi JS, Kriminger EG, Francis JT, Principe JC. Neural decoding with kernel-based metric learning. Neural Computation. 26: 1080-107. PMID 24684447 DOI: 10.1162/Neco_A_00591  0.807
2014 Seth S, Príncipe JC. Learning dependence from samples. International Journal of Bioinformatics Research and Applications. 10: 43-58. PMID 24449692 DOI: 10.1504/Ijbra.2014.058777  0.685
2014 Park IM, Bobkov YV, Ache BW, Príncipe JC. Intermittency coding in the primary olfactory system: a neural substrate for olfactory scene analysis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 941-52. PMID 24431452 DOI: 10.1523/Jneurosci.2204-13.2014  0.58
2014 Nallathambi G, Príncipe JC. Integrate and fire pulse train automaton for QRS detection. Ieee Transactions On Bio-Medical Engineering. 61: 317-26. PMID 24107919 DOI: 10.1109/Tbme.2013.2282954  0.794
2014 Dura-Bernal S, Li K, Brockmeier AJ, Kerr CC, Neymotin SA, Principe JC, Francis JT, Lytton WW. Modulation of virtual arm trajectories via microstimulation in a spiking model of sensorimotor cortex Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-P106  0.791
2014 Zhu P, Chen B, Principe JC. Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS Ieee Transactions On Signal Processing. 62: 141-155. DOI: 10.1109/Tsp.2013.2283842  0.64
2014 Hasanbelliu E, Giraldo LS, Principe JC. Information theoretic shape matching Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 2436-2451. DOI: 10.1109/TPAMI.2014.2324585  0.771
2014 Huijse P, Estevez PA, Protopapas P, Principe JC, Zegers P. Computational intelligence challenges and applications on large-scale astronomical time series databases Ieee Computational Intelligence Magazine. 9: 27-39. DOI: 10.1109/MCI.2014.2326100  0.338
2014 Principe JC, Chalasani R. Cognitive architectures for sensory processing Proceedings of the Ieee. 102: 514-525. DOI: 10.1109/JPROC.2014.2307023  0.685
2014 Kriminger E, Cobb JT, Principe JC. Online Active Learning for Automatic Target Recognition Ieee Journal of Oceanic Engineering. DOI: 10.1109/Joe.2014.2340353  0.799
2014 Pokharel R, Seth S, Principe JC. Quantized mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. 4168-4174. DOI: 10.1109/IJCNN.2014.6889975  0.632
2014 Bae J, Giraldo LGS, Principe JC, Francis JT. Correntropy kernel temporal differences for reinforcement learning brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 2713-2717. DOI: 10.1109/IJCNN.2014.6889958  0.773
2014 Burt R, Cinar GT, Principe JC. Pitch estimation using non-negative matrix factorization Proceedings of the International Joint Conference On Neural Networks. 2058-2062. DOI: 10.1109/IJCNN.2014.6889864  0.762
2014 Cinar GT, Loza CA, Principe JC. Hierarchical Linear Dynamical Systems: A new model for clustering of time series Proceedings of the International Joint Conference On Neural Networks. 2464-2470. DOI: 10.1109/IJCNN.2014.6889858  0.771
2014 Chalasani R, Principe JC. Dynamic sparse coding with smoothing proximal gradient method Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 7188-7192. DOI: 10.1109/ICASSP.2014.6854995  0.7
2014 Brockmeier AJ, Santanna E, Giraldo LGS, Principe JC. Projentropy: Using entropy to optimize spatial projections Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4538-4542. DOI: 10.1109/ICASSP.2014.6854461  0.632
2014 Singh A, Pokharel R, Principe J. The C-loss function for pattern classification Pattern Recognition. 47: 441-453. DOI: 10.1016/J.Patcog.2013.07.017  0.716
2014 Craciun S, Kirchgessner R, George AD, Lam H, Principe JC. A real-time, power-efficient architecture for mean-shift image segmentation Journal of Real-Time Image Processing. DOI: 10.1007/S11554-014-0459-1  0.78
2013 Chen B, Zhao S, Zhu P, Príncipe JC. Quantized kernel recursive least squares algorithm. Ieee Transactions On Neural Networks and Learning Systems. 24: 1484-91. PMID 24808586 DOI: 10.1109/Tnnls.2013.2258936  0.8
2013 Wan L, Fadlallah BH, Keil A, Principe JC. Quantifying cognitive state from EEG using phase synchrony. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5809-12. PMID 24111059 DOI: 10.1109/EMBC.2013.6610872  0.788
2013 Brockmeier AJ, Sanchez Giraldo LG, Emigh MS, Bae J, Choi JS, Francis JT, Principe JC. Information-theoretic metric learning: 2-D linear projections of neural data for visualization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5586-9. PMID 24111003 DOI: 10.1109/EMBC.2013.6610816  0.787
2013 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Sanchez JC, Principe JC. A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5402-5. PMID 24110957 DOI: 10.1109/EMBC.2013.6610770  0.796
2013 Fadlallah BH, Keil A, Príncipe JC. Functional dependence in the human brain: a graph theoretical analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 2948-51. PMID 24110345 DOI: 10.1109/EMBC.2013.6610158  0.788
2013 Park IJ, Bobkov YV, Ache BW, Principe JC. Quantifying bursting neuron activity from calcium signals using blind deconvolution. Journal of Neuroscience Methods. 218: 196-205. PMID 23711821 DOI: 10.1016/J.Jneumeth.2013.05.007  0.532
2013 Li L, Park IM, Brockmeier A, Chen B, Seth S, Francis JT, Sanchez JC, Príncipe JC. Adaptive inverse control of neural spatiotemporal spike patterns with a reproducing kernel Hilbert space (RKHS) framework. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 21: 532-43. PMID 22868633 DOI: 10.1109/Tnsre.2012.2200300  0.804
2013 Coyle D, Principe J, Lotte F, Nijholt A. Guest editorial: Brain/neuronal-computer game interfaces and interaction Ieee Transactions On Computational Intelligence and Ai in Games. 5: 77-81. DOI: 10.1109/Tciaig.2013.2264736  0.311
2013 Brockmeier AJ, Giraldo LGS, Choi JS, Francis JT, Principe JC. Learning multiscale neural metrics via entropy minimization International Ieee/Embs Conference On Neural Engineering, Ner. 247-250. DOI: 10.1109/NER.2013.6695918  0.738
2013 Muller KR, Adali T, Fukumizu K, Principe JC, Theodoridis S. Special issue on advances in kernel-based learning for signal processing [from the guest editors] Ieee Signal Processing Magazine. 30: 14-15. DOI: 10.1109/Msp.2013.2253031  0.339
2013 Park IM, Seth S, Paiva ARC, Li L, Principe JC. Kernel methods on spike train space for neuroscience: A tutorial Ieee Signal Processing Magazine. 30: 149-160. DOI: 10.1109/Msp.2013.2251072  0.797
2013 Wu Z, Reddy R, Pan G, Zheng N, Verschure PFMJ, Zhang Q, Zheng X, Principe JC, Kreilinger A, Rohm M, Kaiser V, Leeb R, Rupp R, Muller-Putz GR. The convergence of machine and biological intelligence Ieee Intelligent Systems. 28: 28-43. DOI: 10.1109/Mis.2013.137  0.306
2013 Li K, Chen B, Principe JC. Kernel adaptive filtering with confidence intervals Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6707045  0.43
2013 Lee J, Zhu P, Principe JC. A parameter-free kernel design based on cumulative distribution function for correntropy Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6707021  0.522
2013 Pokharel R, Seth S, Principe JC. Mixture kernel least mean square Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706867  0.625
2013 Zhu P, Principe JC. Analysis on extended kernel recursive least squares algorithm Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706865  0.56
2013 Chalasani R, Principe JC, Ramakrishnan N. A fast proximal method for convolutional sparse coding Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706854  0.697
2013 Brockmeier AJ, Principe JC, Phan AH, Cichocki A. A greedy algorithm for model selection of tensor decompositions Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6113-6117. DOI: 10.1109/ICASSP.2013.6638839  0.664
2013 Zhu P, Principe JC. Kernel recurrent system trained by real-time recurrent learning algorithm Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3572-3576. DOI: 10.1109/ICASSP.2013.6638323  0.579
2013 Craciun S, Wang G, George AD, Lam H, Principe JC. A scalable RC architecture for mean-shift clustering Proceedings of the International Conference On Application-Specific Systems, Architectures and Processors. 370-374. DOI: 10.1109/ASAP.2013.6567603  0.762
2013 Zhao S, Chen B, Zhu P, Príncipe JC. Fixed budget quantized kernel least-mean-square algorithm Signal Processing. 93: 2759-2770. DOI: 10.1016/J.Sigpro.2013.02.012  0.805
2013 Chen B, Yuan Z, Zheng N, Príncipe JC. Kernel minimum error entropy algorithm Neurocomputing. 121: 160-169. DOI: 10.1016/j.neucom.2013.04.037  0.372
2012 Seth S, Príncipe JC. Assessing Granger non-causality using nonparametric measure of conditional independence. Ieee Transactions On Neural Networks and Learning Systems. 23: 47-59. PMID 24808455 DOI: 10.1109/Tnnls.2011.2178327  0.689
2012 Chen B, Zhao S, Zhu P, Príncipe JC. Quantized kernel least mean square algorithm. Ieee Transactions On Neural Networks and Learning Systems. 23: 22-32. PMID 24808453 DOI: 10.1109/Tnnls.2011.2178446  0.813
2012 Fadlallah BH, Brockmeier AJ, Seth S, Li L, Keil A, Príncipe JC. An association framework to analyze dependence structure in time series. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6176-9. PMID 23367339 DOI: 10.1109/EMBC.2012.6347404  0.798
2012 Brockmeier AJ, Choi JS, Emigh MS, Li L, Francis JT, Principe JC. Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2957-60. PMID 23366545 DOI: 10.1109/EMBC.2012.6346584  0.785
2012 Liao Y, Wang Y, Zheng X, Principe JC. Mutual information analysis on non-stationary neuron importance for brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2748-51. PMID 23366494 DOI: 10.1109/EMBC.2012.6346533  0.789
2012 Li L, Choi JS, Francis JT, Sanchez JC, Príncipe JC. Decoding stimuli from multi-source neural responses. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 1331-4. PMID 23366144 DOI: 10.1109/EMBC.2012.6346183  0.698
2012 Bobkov Y, Park I, Park I, Ukhanov K, Principe J, Ache B. Cellular basis for response diversity in the olfactory periphery. Plos One. 7: e34843. PMID 22514675 DOI: 10.1371/Journal.Pone.0034843  0.566
2012 Park IM, Seth S, Rao M, Príncipe JC. Strictly positive-definite spike train kernels for point-process divergences. Neural Computation. 24: 2223-50. PMID 22509968 DOI: 10.1162/Neco_A_00309  0.765
2012 Singh Alvarado A, Lakshminarayan C, Principe JC. Time-based compression and classification of heartbeats. Ieee Transactions On Bio-Medical Engineering. 59: 1641-8. PMID 22453601 DOI: 10.1109/TBME.2012.2191407  0.789
2012 Seth S, Príncipe JC. Conditional association. Neural Computation. 24: 1882-905. PMID 22428596 DOI: 10.1162/Neco_A_00298  0.681
2012 Sanchez J, Lytton W, Carmena J, Principe J, Fortes J, Barbour R, Francis J. Dynamically repairing and replacing neural networks: using hybrid computational and biological tools. Ieee Pulse. 3: 57-9. PMID 22344954 DOI: 10.1109/Mpul.2011.2175640  0.674
2012 Zhu P, Chen B, Príncipe JC. A novel extended kernel recursive least squares algorithm. Neural Networks : the Official Journal of the International Neural Network Society. 32: 349-57. PMID 22326204 DOI: 10.1016/J.Neunet.2011.12.006  0.629
2012 Li L, Park IM, Seth S, Sanchez JC, Principe JC. Functional connectivity dynamics among cortical neurons: a dependence analysis. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 18-30. PMID 22194249 DOI: 10.1109/Tnsre.2011.2176749  0.801
2012 Chen B, Principe JC. Some Further Results on the Minimum Error Entropy Estimation Entropy. 14: 966-977. DOI: 10.3390/e14050966  0.304
2012 Bobkov Y, Park I, Ukhanov K, Principe J, Ache B. Correction: Cellular Basis for Response Diversity in the Olfactory Periphery Plos One. 7. DOI: 10.1371/Annotation/B7163295-4Bf4-4Ddc-8A17-044C6Eb54A5D  0.533
2012 Chen B, Principe JC, Hu J, Zhu Y. Stochastic information gradient algorithm with generalized gaussian distribution model Journal of Circuits, Systems and Computers. 21. DOI: 10.1142/S0218126612500065  0.329
2012 Huijse P, Estevez PA, Protopapas P, Zegers P, Principe JC. An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves Ieee Transactions On Signal Processing. 60: 5135-5145. DOI: 10.1109/TSP.2012.2204260  0.305
2012 Chen B, Zhu P, Principe JC. Survival Information Potential: A New Criterion for Adaptive System Training Ieee Transactions On Signal Processing. 60: 1184-1194. DOI: 10.1109/Tsp.2011.2178406  0.626
2012 Chalasani R, Principe JC. Temporal context in object recognition Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. DOI: 10.1109/MLSP.2012.6349758  0.689
2012 Kampa K, Hasanbelliu E, Cobb JT, Principe JC, Slatton KC. Deformable Bayesian network: A robust framework for underwater sensor fusion Ieee Journal of Oceanic Engineering. 37: 166-184. DOI: 10.1109/Joe.2011.2180057  0.792
2012 Hasanbelliu E, Kampa K, Principe JC, Cobb JT. Online learning using a Bayesian surprise metric Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252734  0.782
2012 Chalasani R, Cinar GT, Principe JC. Sequential causal estimation and learning from time-varying images Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252480  0.718
2012 Chen B, Zhao S, Seth S, Principe JC. Online efficient learning with quantized KLMS and L 1 regularization Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252455  0.778
2012 Kampa K, Principe JC, Putthividhya D, Rangarajan A. Data-driven tree-structured Bayesian network for image segmentation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2213-2216. DOI: 10.1109/ICASSP.2012.6288353  0.747
2012 Fadlallah BH, Seth S, Keil A, Príncipe JC. Analyzing dependence structure of the human brain in response to visual stimuli Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 745-748. DOI: 10.1109/ICASSP.2012.6287991  0.615
2012 Chen B, Zhao S, Zhu P, Príncipe JC. Mean square convergence analysis for kernel least mean square algorithm Signal Processing. 92: 2624-2632. DOI: 10.1016/J.Sigpro.2012.04.007  0.789
2012 Santana E, Principe JC, Kardec Barros A. Extraction of signals with higher order temporal structure using Correntropy Signal Processing. 92: 1844-1852. DOI: 10.1016/J.Sigpro.2011.12.025  0.653
2012 Daza-Santacoloma G, Castellanos-Dominguez G, Principe JC. Locally linear embedding based on correntropy measure for visualization and classification Neurocomputing. 80: 19-30. DOI: 10.1016/j.neucom.2011.09.015  0.352
2011 Bae J, Chhatbar P, Francis JT, Sanchez JC, Principe JC. Reinforcement learning via kernel temporal difference. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 5662-5. PMID 22255624 DOI: 10.1109/IEMBS.2011.6091370  0.815
2011 Craciun S, Brockmeier AJ, George AD, Lam H, Príncipe JC. An information-theoretic approach to motor action decoding with a reconfigurable parallel architecture. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 4621-4. PMID 22255367 DOI: 10.1109/IEMBS.2011.6091144  0.802
2011 Fadlallah BH, Seth S, Keil A, Príncipe JC. Robust EEG preprocessing for dependence-based condition discrimination. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1407-10. PMID 22254581 DOI: 10.1109/IEMBS.2011.6090331  0.788
2011 Brockmeier AJ, Choi JS, Distasio MM, Francis JT, Príncipe JC. Optimizing microstimulation using a reinforcement learning framework. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 1069-72. PMID 22254498 DOI: 10.1109/IEMBS.2011.6090249  0.749
2011 Lucena F, Barros AK, Príncipe JC, Ohnishi N. Statistical coding and decoding of heartbeat intervals. Plos One. 6: e20227. PMID 21694763 DOI: 10.1371/journal.pone.0020227  0.306
2011 Xia Y, Jelfs B, Van Hulle MM, Principe JC, Mandic DP. An augmented echo state network for nonlinear adaptive filtering of complex noncircular signals. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 74-83. PMID 21075724 DOI: 10.1109/TNN.2010.2085444  0.325
2011 Jarchi D, Sanei S, Principe JC, Makkiabadi B. A new spatiotemporal filtering method for single-trial estimation of correlated ERP subcomponents. Ieee Transactions On Bio-Medical Engineering. 58: 132-43. PMID 20923728 DOI: 10.1109/TBME.2010.2083660  0.322
2011 Craciun S, Cheney D, Gugel K, Sanchez JC, Principe JC. Wireless transmission of neural signals using entropy and mutual information compression. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 19: 35-44. PMID 20813651 DOI: 10.1109/Tnsre.2010.2070078  0.808
2011 Kampa K, Principe JC, Cobb JT, Rangarajan A. Deformable Bayesian networks for data clustering and fusion Proceedings of Spie - the International Society For Optical Engineering. 8017. DOI: 10.1117/12.883096  0.744
2011 Seth S, Rao M, Park I, Príncipe JC. A unified framework for quadratic measures of independence Ieee Transactions On Signal Processing. 59: 3624-3635. DOI: 10.1109/Tsp.2011.2153197  0.768
2011 Mahmoudi B, Principe JC, Sanchez JC. Symbiotic Brain-Machine Interface decoding using simultaneous motor and reward neural representation 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 597-600. DOI: 10.1109/NER.2011.5910619  0.571
2011 Rattanatamrong P, Matsunaga A, Brockmeier AJ, Sanchez JC, Principe JC, Fortes J. Towards closed-loop brain-machine experiments across wide-area networks 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 453-456. DOI: 10.1109/NER.2011.5910584  0.753
2011 Brockmeier AJ, Kriminger EG, Sanchez JC, Príncipe JC. Latent state visualization of neural firing rates 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 144-147. DOI: 10.1109/NER.2011.5910509  0.771
2011 Li L, Brockmeier A, Francis JT, Sanchez JC, Principe JC. An adaptive inverse controller for online somatosensory microstimulation optimization 2011 5th International Ieee/Embs Conference On Neural Engineering, Ner 2011. 13-16. DOI: 10.1109/NER.2011.5910478  0.77
2011 Bae J, Giraldo LS, Chhatbar P, Francis J, Sanchez J, Principe J. Stochastic kernel temporal difference for reinforcement learning Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064634  0.786
2011 Kampa K, Putthividhya D, Principe JC. Irregular Tree-Structured Bayesian Network for image segmentation Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064604  0.742
2011 Li L, Park IM, Seth S, Choi JS, Francis JT, Sanchez JC, Príncipe JC. An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS) Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064603  0.783
2011 Brockmeier AJ, Príncipe JC, Mahmoudi B, Sanchez JC. Efficient temporal decomposition of local field potentials Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064598  0.74
2011 Seth S, Brockmeier AJ, Choi JS, Semework M, Francis JT, Príncipe JC. Evaluating dependence in spike train metric spaces Proceedings of the International Joint Conference On Neural Networks. 2645-2652. DOI: 10.1109/IJCNN.2011.6033564  0.777
2011 Kampa K, Hasanbelliu E, Principe JC. Closed-form cauchy-schwarz PDF divergence for mixture of Gaussians Proceedings of the International Joint Conference On Neural Networks. 2578-2585. DOI: 10.1109/IJCNN.2011.6033555  0.766
2011 Chalasani R, Principe JC. Sparse analog associative memory via L1-regularization and thresholding Proceedings of the International Joint Conference On Neural Networks. 1994-1999. DOI: 10.1109/IJCNN.2011.6033470  0.684
2011 Park I, Seth S, Rao M, Príncipe JC. Estimation of symmetric chi-square divergence for point processes Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2016-2019. DOI: 10.1109/ICASSP.2011.5946907  0.719
2011 Seth S, Brockmeier AJ, Principe JC. A metric approach toward point process divergence Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2104-2107. DOI: 10.1109/ICASSP.2011.5946741  0.769
2011 Singh A, Príncipe JC. Information theoretic learning with adaptive kernels Signal Processing. 91: 203-213. DOI: 10.1016/J.Sigpro.2010.06.023  0.523
2011 Rao M, Seth S, Xu J, Chen Y, Tagare H, Príncipe JC. A test of independence based on a generalized correlation function Signal Processing. 91: 15-27. DOI: 10.1016/J.Sigpro.2010.06.002  0.784
2011 Chen B, Zhu Y, Hu J, Prı´ncipe JC. Δ-Entropy: Definition, properties and applications in system identification with quantized data Information Sciences. 181: 1384-1402. DOI: 10.1016/j.ins.2010.11.037  0.354
2011 Chen B, Zhu Y, Hu J, Principe JC. A variable step-size SIG algorithm for realizing the optimal adaptive FIR filter International Journal of Control, Automation and Systems. 9: 1049-1055. DOI: 10.1007/s12555-011-0604-6  0.322
2011 Feichtinger HG, Príncipe JC, Romero JL, Singh Alvarado A, Velasco GA. Approximate reconstruction of bandlimited functions for the integrate and fire sampler Advances in Computational Mathematics. 36: 67-78. DOI: 10.1007/s10444-011-9180-9  0.306
2010 Brockmeier AJ, Park I, Mahmoudi B, Sanchez JC, Principe JC. Spatio-temporal clustering of firing rates for neural state estimation. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 6023-6. PMID 21097115 DOI: 10.1109/IEMBS.2010.5627600  0.811
2010 Li L, Park I, Seth S, Sanchez JC, Principe JC. Neuronal functional connectivity dynamics in cortex: An MSC-based analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4136-9. PMID 21096881 DOI: 10.1109/IEMBS.2010.5627362  0.79
2010 Mahmoudi B, Principe JC, Sanchez JC. Extracting an evaluative feedback from the brain for adaptation of motor neuroprosthetic decoders. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 1682-5. PMID 21096396 DOI: 10.1109/IEMBS.2010.5626827  0.801
2010 Rattanatamrong P, Matsunaga A, Raiturkar P, Mesa D, Zhao M, Mahmoudi B, Digiovanna J, Principe J, Figueiredo R, Sanchez J, Fortes J. Model development, testing and experimentation in a CyberWorkstation for Brain-Machine Interface research. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2010: 4339-42. PMID 21096000 DOI: 10.1109/IEMBS.2010.5626234  0.786
2010 Wang Y, Principe JC. Instantaneous estimation of motor cortical neural encoding for online brain-machine interfaces. Journal of Neural Engineering. 7: 056010. PMID 20841635 DOI: 10.1088/1741-2560/7/5/056010  0.56
2010 Mammone N, Principe JC, Morabito FC, Shiau DS, Sackellares JC. Visualization and modelling of STLmax topographic brain activity maps. Journal of Neuroscience Methods. 189: 281-94. PMID 20363254 DOI: 10.1016/j.jneumeth.2010.03.027  0.32
2010 Digiovanna J, Rattanatamrong P, Zhao M, Mahmoudi B, Hermer L, Figueiredo R, Principe JC, Fortes J, Sanchez JC. Cyber-workstation for computational neuroscience. Frontiers in Neuroengineering. 2: 17. PMID 20126436 DOI: 10.3389/Neuro.16.017.2009  0.789
2010 Principe JC. Information Theoretic Learning Springer: New York. 902-909. DOI: 10.4018/978-1-59904-849-9.Ch133  0.397
2010 Darmanjian S, Principe J. Spatial-Temporal Clustering of Neural Data Using Linked-Mixtures of Hidden Markov Models Eurasip Journal On Advances in Signal Processing. 2009. DOI: 10.1155/2009/892461  0.798
2010 Gray DM, Príncipe JC. Quadratic mutual information for dimensionality reduction and classification Proceedings of Spie - the International Society For Optical Engineering. 7696. DOI: 10.1117/12.852760  0.333
2010 Santana E, Principe JC, Santana EE, Freire RCS, Barros AK. Extraction of Signals With Specific Temporal Structure Using Kernel Methods Ieee Transactions On Signal Processing. 58: 5142-5150. DOI: 10.1109/Tsp.2010.2053359  0.641
2010 Chalasani R, Principe JC. Self organizing maps with the correntropy induced metric Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596565  0.713
2010 Kampa K, Principe JC, Slatton KC. Dynamic factor graphs: A novel framework for multiple features data fusion Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2106-2109. DOI: 10.1109/ICASSP.2010.5495145  0.763
2010 Park I, Príncipe JC. Quantification of inter-trial non-stationarity in spike trains from periodically stimulated neural cultures Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5442-5445. DOI: 10.1109/ICASSP.2010.5494920  0.526
2010 Craciun S, George AD, Lam H, Principe JC. A parallel hardware architecture for information-theoretic adaptive filtering Proceedings - 2010 4th International Workshop On High-Performance Reconfigurable Computing Technology and Applications, Hprcta'10, Held in Conjunction With Sc10. DOI: 10.1109/HPRCTA.2010.5670798  0.803
2010 Paiva ARC, Park I, Príncipe JC. A comparison of binless spike train measures Neural Computing and Applications. 19: 405-419. DOI: 10.1007/S00521-009-0307-6  0.735
2009 Li L, Seth S, Park I, Sanchez JC, Principe JC. Estimation and visualization of neuronal functional connectivity in motor tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 2926-9. PMID 19964602 DOI: 10.1109/IEMBS.2009.5333991  0.794
2009 Kwon J, Seth S, Keil A, Principe JC. Estimation of instantaneous power in the EEG to assess brain connectivity with high temporal resolution. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 332-5. PMID 19964219 DOI: 10.1109/IEMBS.2009.5333720  0.651
2009 Mahmoudi B, Principe JC, Sanchez JC. An Actor-Critic architecture and simulator for goal-directed Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 3365-8. PMID 19963795 DOI: 10.1109/IEMBS.2009.5332825  0.804
2009 Liu W, Park I, Principe JC. An information theoretic approach of designing sparse kernel adaptive filters. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1950-61. PMID 19923047 DOI: 10.1109/Tnn.2009.2033676  0.693
2009 Gunduz A, Sanchez JC, Carney PR, Principe JC. Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans Motor control features. Neural Networks : the Official Journal of the International Neural Network Society. 22: 1257-70. PMID 19647981 DOI: 10.1016/J.Neunet.2009.06.036  0.802
2009 Wang Y, Principe JC, Sanchez JC. Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks : the Official Journal of the International Neural Network Society. 22: 781-90. PMID 19615852 DOI: 10.1016/J.Neunet.2009.06.007  0.684
2009 Wang Y, Paiva AR, Príncipe JC, Sanchez JC. Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces. Neural Computation. 21: 2894-930. PMID 19548797 DOI: 10.1162/Neco.2009.01-08-699  0.811
2009 Paiva AR, Park I, Príncipe JC. A reproducing kernel Hilbert space framework for spike train signal processing. Neural Computation. 21: 424-49. PMID 19431265 DOI: 10.1162/Neco.2008.09-07-614  0.746
2009 Sanchez JC, Mahmoudi B, DiGiovanna J, Principe JC. Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. Neural Networks : the Official Journal of the International Neural Network Society. 22: 305-15. PMID 19403263 DOI: 10.1016/J.Neunet.2009.03.015  0.791
2009 Li R, Principe JC, Bradley M, Ferrari V. A spatiotemporal filtering methodology for single-trial ERP component estimation. Ieee Transactions On Bio-Medical Engineering. 56: 83-92. PMID 19224722 DOI: 10.1109/Tbme.2008.2002153  0.564
2009 DiGiovanna J, Mahmoudi B, Fortes J, Principe JC, Sanchez JC. Coadaptive brain-machine interface via reinforcement learning. Ieee Transactions On Bio-Medical Engineering. 56: 54-64. PMID 19224719 DOI: 10.1109/Tbme.2008.926699  0.799
2009 Euliano TY, Marossero D, Nguyen MT, Euliano NR, Principe J, Edwards RK. Spatiotemporal electrohysterography patterns in normal and arrested labor. American Journal of Obstetrics and Gynecology. 200: 54.e1-7. PMID 19121657 DOI: 10.1016/J.Ajog.2008.09.008  0.758
2009 Nair SP, Shiau DS, Principe JC, Iasemidis LD, Pardalos PM, Norman WM, Carney PR, Kelly KM, Sackellares JC. An investigation of EEG dynamics in an animal model of temporal lobe epilepsy using the maximum Lyapunov exponent. Experimental Neurology. 216: 115-21. PMID 19100262 DOI: 10.1016/J.Expneurol.2008.11.009  0.566
2009 Li R, Keil A, Principe JC. Single-trial P300 estimation with a spatiotemporal filtering method. Journal of Neuroscience Methods. 177: 488-96. PMID 19041343 DOI: 10.1016/J.Jneumeth.2008.10.035  0.558
2009 Dockendorf KP, Park I, He P, Príncipe JC, DeMarse TB. Liquid state machines and cultured cortical networks: the separation property. Bio Systems. 95: 90-7. PMID 18761392 DOI: 10.1016/j.biosystems.2008.08.001  0.609
2009 Oweiss KG, Principe JC, Johnson DH. Editorial: Statistical signal processing in neuroscience Eurasip Journal On Advances in Signal Processing. 2009. DOI: 10.1155/2009/105086  0.402
2009 OZTURK MC, PRINCIPE JC. FREEMAN'S K MODELS AS RESERVOIR COMPUTING ARCHITECTURES New Mathematics and Natural Computation. 5: 265-286. DOI: 10.1142/S179300570900126X  0.605
2009 Liu W, Park I, Wang Y, Principe JC. Extended Kernel Recursive Least Squares Algorithm Ieee Transactions On Signal Processing. 57: 3801-3814. DOI: 10.1109/Tsp.2009.2022007  0.737
2009 Chang SY, Wu H, Neubrander F, Principe JC. Theories, Analysis, and Bounds of the Finite-Support Approximation for the Inverses of Mixing-Phase FIR Systems Ieee Transactions On Circuits and Systems. 56: 2181-2194. DOI: 10.1109/Tcsi.2008.2012204  0.62
2009 Craciun S, Cheney D, Gugel K, Sanchez JC, Principe JC. Compression of neural signals using discriminative coding for wireless applications 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 629-632. DOI: 10.1109/NER.2009.5109375  0.778
2009 Yen SF, Xu J, Rastogi M, Harris JG, Principe JC, Sanchez JC. An integrated recording system using an asynchronous pulse representation 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 399-402. DOI: 10.1109/NER.2009.5109317  0.53
2009 DiGiovanna J, Mahmoudi B, Principe J, Sanchez J. Quantifying neuronal importance in value-based brain-machine interfaces 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 307-310. DOI: 10.1109/NER.2009.5109294  0.671
2009 Gunduz A, Kwon JP, Sanchez JC, Principe JC. Decoding hand trajectories from ECoG recordings via kernel least-mean-square algorithm 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 267-270. DOI: 10.1109/NER.2009.5109284  0.744
2009 Yen SF, Schoonover D, Sanchez JC, Principe JC, Harris JG. Differential EEG 2009 4th International Ieee/Embs Conference On Neural Engineering, Ner '09. 18-21. DOI: 10.1109/NER.2009.5109224  0.53
2009 Seth S, Principe JC. Estimation of density ratio and its application to design a measure of dependence Machine Learning For Signal Processing Xix - Proceedings of the 2009 Ieee Signal Processing Society Workshop, Mlsp 2009. DOI: 10.1109/MLSP.2009.5306226  0.643
2009 Yen SF, Xu J, Rastogi M, Harris JG, Principe JC, Sanchez JC. A biphasic integrate-and-fire system Proceedings - Ieee International Symposium On Circuits and Systems. 657-660. DOI: 10.1109/ISCAS.2009.5117834  0.507
2009 Wang Y, Sanchez JC, Principe JC. Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces Proceedings of the International Joint Conference On Neural Networks. 3275-3280. DOI: 10.1109/IJCNN.2009.5178809  0.65
2009 Sanchez JC, Principe JC. Prerequesites for symbiotic brain-machine interfaces Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 1736-1741. DOI: 10.1109/ICSMC.2009.5346688  0.544
2009 Pokharel PP, Liu W, Principe JC. A low complexity robust detector in impulsive noise Signal Processing. 89: 1902-1909. DOI: 10.1016/J.Sigpro.2009.03.027  0.741
2009 Pokharel PP, Liu W, Principe JC. Kernel least mean square algorithm with constrained growth Signal Processing. 89: 257-265. DOI: 10.1016/J.Sigpro.2008.08.009  0.766
2009 Gunduz A, Principe JC. Correntropy as a novel measure for nonlinearity tests Signal Processing. 89: 14-23. DOI: 10.1016/J.Sigpro.2008.07.005  0.662
2009 Rao S, de Medeiros Martins A, Príncipe JC. Mean shift: An information theoretic perspective Pattern Recognition Letters. 30: 222-230. DOI: 10.1016/J.Patrec.2008.09.011  0.564
2009 Jeong K, Liu W, Han S, Hasanbelliu E, Principe JC. The correntropy MACE filter Pattern Recognition. 42: 871-885. DOI: 10.1016/J.Patcog.2008.09.023  0.792
2009 Sanchez JC, Figueiredo R, Fortes J, Principe JC. Development of symbiotic brain-machine interfaces using a neurophysiology cyberworkstation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5611: 606-615. DOI: 10.1007/978-3-642-02577-8_66  0.548
2008 Gunduz A, Sanchez JC, Principe JC. Electrocorticographic interictal spike removal via denoising source separation for improved neuroprosthesis control. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5224-7. PMID 19163895 DOI: 10.1109/IEMBS.2008.4650392  0.745
2008 Mahmoudi B, Digiovanna J, Principe JC, Sanchez JC. Neuronal tuning in a brain-machine interface during Reinforcement Learning. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4491-4. PMID 19163713 DOI: 10.1109/IEMBS.2008.4650210  0.79
2008 Goh A, Craciun S, Rao S, Cheney D, Gugel K, Sanchez JC, Principe JC. Wireless transmission of neuronal recordings using a portable real-time discrimination/compression algorithm. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4439-42. PMID 19163699 DOI: 10.1109/IEMBS.2008.4650196  0.794
2008 Yan W, Mitzelfelt JD, Principe JC, Sanchez JC. The effects of interictal spikes on single neuron firing patterns in the hippocampus during the development of temporal lobe epilepsy. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4134-7. PMID 19163622 DOI: 10.1109/IEMBS.2008.4650119  0.546
2008 Digiovanna J, Citi L, Yoshida K, Carpaneto J, Principe JC, Sanchez JC, Micera S. Inferring the stability of LIFE through Brain Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 2008-11. PMID 19163087 DOI: 10.1109/IEMBS.2008.4649584  0.696
2008 Paiva AR, Park I, Sanchez JC, Príncipe JC. Peri-event cross-correlation over time for analysis of interactions in neuronal firing. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1903-6. PMID 19163061 DOI: 10.1109/IEMBS.2008.4649558  0.78
2008 Wang Y, Principe JC. Tracking the non-stationary neuron tuning by dual Kalman filter for brain machine interfaces decoding. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1720-3. PMID 19163011 DOI: 10.1109/IEMBS.2008.4649508  0.422
2008 Zhao M, Rattanatamrong P, DiGiovanna J, Mahmoudi B, Figueiredo RJ, Sanchez JC, Príncipe JC, Fortes JA. BMI cyberworkstation: enabling dynamic data-driven brain-machine interface research through cyberinfrastructure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 646-9. PMID 19162738 DOI: 10.1109/IEMBS.2008.4649235  0.808
2008 Xu JW, Bakardjian H, Cichocki A, Principe JC. A new nonlinear similarity measure for multichannel signals. Neural Networks : the Official Journal of the International Neural Network Society. 21: 222-31. PMID 18272331 DOI: 10.1016/J.Neunet.2007.12.039  0.751
2008 Park I, Paiva AR, Demarse TB, Príncipe JC. An efficient algorithm for continuous time cross correlogram of spike trains. Journal of Neuroscience Methods. 168: 514-23. PMID 18054082 DOI: 10.1016/J.Jneumeth.2007.10.005  0.765
2008 Sanchez JC, Gunduz A, Carney PR, Principe JC. Extraction and localization of mesoscopic motor control signals for human ECoG neuroprosthetics. Journal of Neuroscience Methods. 167: 63-81. PMID 17582507 DOI: 10.1016/J.Jneumeth.2007.04.019  0.804
2008 Liu W, Príncipe JC. Kernel Affine Projection Algorithms Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/784292  0.542
2008 Principe JC, Darmanjian S. Boosted and linked mixtures of HMMs for brain-machine interfaces Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/216453  0.807
2008 Wu H, Wu Y, Principe JC, Wang X. Robust switching blind equalizer for wireless cognitive receivers Ieee Transactions On Wireless Communications. 7: 1461-1465. DOI: 10.1109/Twc.2008.060642  0.597
2008 Xu J, Paiva ARC, Park I, Principe JC. A Reproducing Kernel Hilbert Space Framework for Information-Theoretic Learning Ieee Transactions On Signal Processing. 56: 5891-5902. DOI: 10.1109/Tsp.2008.2005085  0.799
2008 Liu W, Pokharel PP, Principe JC. The Kernel Least-Mean-Square Algorithm Ieee Transactions On Signal Processing. 56: 543-554. DOI: 10.1109/Tsp.2007.907881  0.76
2008 Xu JW, Principe JC. A pitch detector based on a generalized correlation function Ieee Transactions On Audio, Speech and Language Processing. 16: 1420-1432. DOI: 10.1109/Tasl.2008.2002039  0.761
2008 Sanchez JC, Principe JC, Nishida T, Bashirullah R, Harris JG, Fortes JAB. Technology and signal processing for brain-machine interfaces Ieee Signal Processing Magazine. 25: 29-40. DOI: 10.1109/Msp.2008.4408440  0.612
2008 Gunduz A, Sanchez JC, Principe JC. Analysis of ecog features for movement execution using denoising source separation Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 103-108. DOI: 10.1109/MLSP.2008.4685463  0.719
2008 Wang Y, Principe JC. A synthetic averaging method on point process for motor brain machine interfaces Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 79-84. DOI: 10.1109/MLSP.2008.4685459  0.478
2008 Hasanbelliu E, Principe JC. Content addressable memories in reproducing kernel Hilbert spaces Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 9-13. DOI: 10.1109/MLSP.2008.4685447  0.794
2008 Harris JG, Principe JC, Sanchez JC, Chen D, She C. Pulse-based signal compression for implanted neural recording systems Proceedings - Ieee International Symposium On Circuits and Systems. 344-347. DOI: 10.1109/ISCAS.2008.4541425  0.551
2008 Paiva ARC, Park I, Príncipe JC. Reproducing kernel Hilbert spaces for spike train analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5212-5215. DOI: 10.1109/ICASSP.2008.4518834  0.713
2008 Park I, Príncipe JC. Correntropy based Granger causality Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3605-3608. DOI: 10.1109/ICASSP.2008.4518432  0.521
2008 Pokharel PP, Ozertem U, Erdogmus D, Principe JC. Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK Signal Processing. 88: 1368-1381. DOI: 10.1016/J.Sigpro.2007.12.001  0.8
2008 Jeong KH, Principe JC. Enhancing the correntropy MACE filter with random projections Neurocomputing. 72: 102-111. DOI: 10.1016/j.neucom.2007.12.045  0.329
2007 Hegde A, Erdogmus D, Shiau DS, Principe JC, Sackellares CJ. Clustering approach to quantify long-term spatio-temporal interactions in epileptic intracranial electroencephalography. Computational Intelligence and Neuroscience. 83416. PMID 18317515 DOI: 10.1155/2007/83416  0.779
2007 Bourien J, Sanchez JC, Bellanger JJ, Wendling F, Principe JC. Detection of synchronized firings in multivariate neural spike trains during motor tasks. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5210-3. PMID 18003182 DOI: 10.1109/IEMBS.2007.4353516  0.578
2007 Li R, Principe JC, Bradley M, Ferrari V. Robust single-trial ERP estimation based on spatiotemporal filtering. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2007: 5206-9. PMID 18003181 DOI: 10.1109/IEMBS.2007.4353515  0.509
2007 Ozturk MC, Principe JC. An associative memory readout for ESNs with applications to dynamical pattern recognition. Neural Networks : the Official Journal of the International Neural Network Society. 20: 377-90. PMID 17513087 DOI: 10.1016/J.Neunet.2007.04.012  0.602
2007 Cho J, Paiva AR, Kim SP, Sanchez JC, Príncipe JC. Self-organizing maps with dynamic learning for signal reconstruction. Neural Networks : the Official Journal of the International Neural Network Society. 20: 274-84. PMID 17234384 DOI: 10.1016/J.Neunet.2006.12.002  0.807
2007 Ozturk MC, Xu D, Príncipe JC. Analysis and design of echo state networks. Neural Computation. 19: 111-38. PMID 17134319 DOI: 10.1162/Neco.2007.19.1.111  0.732
2007 Liu W, Pokharel PP, Principe JC. Correntropy: Properties and Applications in Non-Gaussian Signal Processing Ieee Transactions On Signal Processing. 55: 5286-5298. DOI: 10.1109/Tsp.2007.896065  0.741
2007 Jenssen R, Erdogmus D, Principe JC, Eltoft T. The Laplacian Classifier Ieee Transactions On Signal Processing. 55: 3262-3271. DOI: 10.1109/Tsp.2007.894391  0.658
2007 Seth S, Ozturk MC, Principe JC. Signal processing with echo state networks in the complex domain Machine Learning For Signal Processing 17 - Proceedings of the 2007 Ieee Signal Processing Society Workshop, Mlsp. 408-412. DOI: 10.1109/MLSP.2007.4414341  0.551
2007 Huang X, Wu H, Principe JC. Robust Blind Beamforming Algorithm Using Joint Multiple Matrix Diagonalization Ieee Sensors Journal. 7: 130-136. DOI: 10.1109/Jsen.2006.886881  0.622
2007 Dedual NJ, Ozturk MC, Sanchez JC, Principe JC. An associative memory readout in ESN for neural action potential detection Ieee International Conference On Neural Networks - Conference Proceedings. 2295-2299. DOI: 10.1109/IJCNN.2007.4371316  0.665
2007 Park I, Paiva ARC, Príncipe JC, Harris JG. A closed form solution for multiple-input spike based adaptive filters Ieee International Conference On Neural Networks - Conference Proceedings. 2064-2068. DOI: 10.1109/IJCNN.2007.4371276  0.713
2007 Paiva ARC, Rao S, Park I, Príncipe JC. Spectral clustering of synchronous spike trains Ieee International Conference On Neural Networks - Conference Proceedings. 1831-1835. DOI: 10.1109/IJCNN.2007.4371236  0.706
2007 Paiva A, Park I, Principe JC. Innovating signal processing for spike train data Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 5431. DOI: 10.1109/IEMBS.2007.4353572  0.718
2007 Liu W, Pokharel PP, Principe JC. A new information theoretic measure of PDF symmetry Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2. DOI: 10.1109/ICASSP.2007.366289  0.453
2007 Rogers CL, Harris JG, Principe JC, Sanchez JC. A pulse-based feature extractor for spike sorting neural signals Proceedings of the 3rd International Ieee Embs Conference On Neural Engineering. 490-493. DOI: 10.1109/CNE.2007.369716  0.575
2007 Kim SP, Sanchez JC, Principe JC. Real time input subset selection for linear time-variant MIMO systems Optimization Methods and Software. 22: 83-98. DOI: 10.1080/10556780600881886  0.725
2007 Han S, Rao S, Erdogmus D, Jeong K, Principe J. A minimum-error entropy criterion with self-adjusting step-size (MEE-SAS) Signal Processing. 87: 2733-2745. DOI: 10.1016/J.Sigpro.2007.05.003  0.794
2007 Li R, Liu W, Principe JC. A unifying criterion for instantaneous blind source separation based on correntropy Signal Processing. 87: 1872-1881. DOI: 10.1016/J.Sigpro.2007.01.022  0.664
2007 Jenssen R, Erdogmus D, Hild KE, Principe JC, Eltoft T. Information cut for clustering using a gradient descent approach Pattern Recognition. 40: 796-806. DOI: 10.1016/J.Patcog.2006.06.028  0.651
2007 Cho J, Principe JC, Erdogmus D, Motter MA. Quasi-sliding mode control strategy based on multiple-linear models Neurocomputing. 70: 960-974. DOI: 10.1016/J.Neucom.2006.07.011  0.785
2007 Tavares VG, Tabarce S, Principe JC, Oliveira PGD. Freeman olfactory cortex model: A multiplexed KII network implementation Analog Integrated Circuits and Signal Processing. 50: 251-259. DOI: 10.1007/S10470-006-9024-6  0.32
2006 Hegde A, Principe JC. On spatio-temporal dependency changes in epileptic intracranial EEG: a statistical assessment. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 6711-4. PMID 17959493 DOI: 10.1109/IEMBS.2006.260928  0.755
2006 Nair SP, Sackellares JC, Shiau DS, Norman WM, Dance LK, Pardalos PM, Principe JC, Carney PR. Effects of acute hippocampal stimulation on EEG dynamics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4382-6. PMID 17947083 DOI: 10.1109/IEMBS.2006.260830  0.493
2006 Darmanjian S, Cieslewski G, Morrison S, Dang B, Gugel K, Principe J. A reconfigurable neural signal processor (NSP) for brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 2502-5. PMID 17946962 DOI: 10.1109/IEMBS.2006.260423  0.79
2006 Wang Y, Sanchez JC, Principe JC, Mitzelfelt JD, Gunduz A. Analysis of the correlation between local field potentials and neuronal firing rate in the motor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6185-8. PMID 17946745 DOI: 10.1109/IEMBS.2006.260516  0.767
2006 Cieslewski G, Cheney D, Gugel K, Sanchez JC, Principe JC. Neural signal sampling via the low power wireless pico system. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5904-7. PMID 17946727 DOI: 10.1109/IEMBS.2006.260506  0.774
2006 Li R, Principe JC. Blinking artifact removal in cognitive EEG data using ICA. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5273-6. PMID 17946690 DOI: 10.1109/IEMBS.2006.260605  0.481
2006 Paiva AC, Príncipe JC, Sanchez JC. Gravity transform for input conditioning in brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 4261-4. PMID 17946616 DOI: 10.1109/IEMBS.2006.260507  0.747
2006 DiGiovanna J, Sanchez JC, Principe JC. Improved linear BMI systems via population averaging. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 1608-11. PMID 17946469 DOI: 10.1109/IEMBS.2006.260496  0.689
2006 Sanchez JC, Carney PR, Principe JC. Analysis of amplitude modulated control features for ECoG neuroprosthetics. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 5468-71. PMID 17946308 DOI: 10.1109/IEMBS.2006.259587  0.701
2006 Sackellares JC, Shiau DS, Principe JC, Yang MC, Dance LK, Suharitdamrong W, Chaovalitwongse W, Pardalos PM, Iasemidis LD. Predictability analysis for an automated seizure prediction algorithm. Journal of Clinical Neurophysiology : Official Publication of the American Electroencephalographic Society. 23: 509-20. PMID 17143139 DOI: 10.1097/00004691-200612000-00003  0.301
2006 Hild KE, Erdogmus D, Torkkola K, Principe JC. Feature extraction using information-theoretic learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1385-92. PMID 16929726 DOI: 10.1109/Tpami.2006.186  0.657
2006 Kim SP, Sanchez JC, Rao YN, Erdogmus D, Carmena JM, Lebedev MA, Nicolelis MA, Principe JC. A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces. Journal of Neural Engineering. 3: 145-61. PMID 16705271 DOI: 10.1088/1741-2560/3/2/009  0.807
2006 Cho J, Principe JC, Erdogmus D, Motter MA. Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 17: 445-60. PMID 16566471 DOI: 10.1109/Tnn.2005.863422  0.786
2006 Sanchez JC, Mareci TH, Norman WM, Principe JC, Ditto WL, Carney PR. Evolving into epilepsy: Multiscale electrophysiological analysis and imaging in an animal model. Experimental Neurology. 198: 31-47. PMID 16386735 DOI: 10.1016/J.Expneurol.2005.10.031  0.71
2006 Santamaria I, Pokharel P, Principe J. Generalized correlation function: definition, properties, and application to blind equalization Ieee Transactions On Signal Processing. 54: 2187-2197. DOI: 10.1109/Tsp.2006.872524  0.711
2006 Hild K, Erdogmus D, Principe J. Experimental upper bound for the performance of convolutive source separation methods Ieee Transactions On Signal Processing. 54: 627-635. DOI: 10.1109/Tsp.2005.861766  0.662
2006 Erdogmus D, Principe J. From linear adaptive filtering to nonlinear information processing - The design and analysis of information processing systems Ieee Signal Processing Magazine. 23: 14-33. DOI: 10.1109/Sp-M.2006.248709  0.666
2006 Hild KE, Erdogmus D, Principe JC. An analysis of entropy estimators for blind source separation Signal Processing. 86: 182-194. DOI: 10.1016/J.Sigpro.2005.04.015  0.664
2006 Barros AK, Principe J, Takeuchi Y, Ohnishi N. Using non-linear even functions for error minimization in adaptive filters Neurocomputing. 70: 9-13. DOI: 10.1016/j.neucom.2006.07.001  0.328
2006 Jenssen R, Principe JC, Erdogmus D, Eltoft T. The Cauchy–Schwarz divergence and Parzen windowing: Connections to graph theory and Mercer kernels Journal of the Franklin Institute. 343: 614-629. DOI: 10.1016/J.Jfranklin.2006.03.018  0.643
2006 Hegde A, Principe JC, Erdogmus D, Ozertem U, Rao YN, Peddaneni H. Perturbation-Based Eigenvector Updates for On-Line Principal Components Analysis and Canonical Correlation Analysis The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 85-95. DOI: 10.1007/s11265-006-9773-6  0.766
2006 Erdogmus D, Jenssen R, Rao YN, Principe JC. Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 67-83. DOI: 10.1007/s11265-006-9772-7  0.773
2006 Jenssen R, Eltoft T, Erdogmus D, Principe JC. Some Equivalences between Kernel Methods and Information Theoretic Methods The Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 45: 49-65. DOI: 10.1007/s11265-006-9771-8  0.59
2006 Xu D, Principe JC. Computation in a reduced KII network based on synchronization International Journal of Intelligent Systems. 21: 919-935. DOI: 10.1002/Int.20169  0.623
2006 Sanchez JC, Principe JC. Optimal Signal Processing for Brain-Machine Interfaces Handbook of Neural Engineering. 3-28. DOI: 10.1002/9780470068298.ch1  0.562
2005 Hegde A, Erdogmus D, Principe J. Spatio-Temporal Clustering of Epileptic ECOG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 4: 4199-202. PMID 17281160 DOI: 10.1109/IEMBS.2005.1615390  0.778
2005 Gunduz A, Principe J, Freeman W. On-line Detection of Perceptual Signatures in Multichannel ECoG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 4: 3683-6. PMID 17281026 DOI: 10.1109/IEMBS.2005.1617281  0.609
2005 Jeong KH, Xu JW, Erdogmus D, Principe JC. A new classifier based on information theoretic learning with unlabeled data. Neural Networks : the Official Journal of the International Neural Network Society. 18: 719-26. PMID 16102941 DOI: 10.1016/J.Neunet.2005.06.018  0.812
2005 Sanchez JC, Erdogmus D, Nicolelis MA, Wessberg J, Principe JC. Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 13: 213-9. PMID 16003902 DOI: 10.1109/Tnsre.2005.847382  0.769
2005 Johnson MR, Principe JC. Modeling and Detection of Limit-Cycle Oscillations Using Adaptable Linear Models Journal of Aircraft. 42: 1575-1587. DOI: 10.2514/1.10739  0.543
2005 Lan J, Cho J, Erdogmus D, Principe J, Motter M, Xu J. Local Linear PID Controllers for Nonlinear Control Control and Intelligent Systems. 33. DOI: 10.2316/Journal.201.2005.1.201-1541  0.78
2005 Kim S, Rao YN, Erdogmus D, Sanchez JC, Nicolelis MAL, Principe JC. Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization Eurasip Journal On Advances in Signal Processing. 2005. DOI: 10.1155/Asp.2005.3113  0.802
2005 Zhang H, Balaban MO, Principe JC, Portier K. Quantification of spice mixture compositions by electronic nose: Part I. Experimental design and data analysis using neural networks Journal of Food Science. 70. DOI: 10.1111/J.1365-2621.2005.Tb07180.X  0.301
2005 Rao Y, Erdogmus D, Principe J. Error whitening criterion for adaptive filtering: theory and algorithms Ieee Transactions On Signal Processing. 53: 1057-1069. DOI: 10.1109/Tsp.2004.842179  0.799
2005 Lazaro M, Santamaria I, Erdogmus D, Hild K, Pantaleon C, Principe J. Stochastic blind equalization based on PDF fitting using Parzen estimator Ieee Transactions On Signal Processing. 53: 696-704. DOI: 10.1109/Tsp.2004.840767  0.667
2005 Erdogmus D, Fontenla-Romero O, Principe J, Alonso-Betanzos A, Castillo E. Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response Ieee Transactions On Neural Networks. 16: 325-337. DOI: 10.1109/Tnn.2004.841777  0.685
2005 Hild K, Pinto D, Erdogmus D, Principe J. Convolutive blind source separation by minimizing mutual information between segments of signals Ieee Transactions On Circuits and Systems I: Regular Papers. 52: 2188-2196. DOI: 10.1109/Tcsi.2005.852915  0.637
2005 Wang Y, Kim SP, Principe JC. Comparison of TDNN training algorithms in brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 4: 2459-2462. DOI: 10.1109/IJCNN.2005.1556288  0.472
2005 Ozturk MC, Principe JC. Computing with transiently stable states Proceedings of the International Joint Conference On Neural Networks. 3: 1467-1472. DOI: 10.1109/IJCNN.2005.1556092  0.468
2005 Rao YN, Kim SP, Sanchez JC, Erdogmus D, Principe JC, Carmena JM, Lebedev MA, Nicolelis MA. Learning mappings in brain machine interfaces with echo state networks Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. V233-V236. DOI: 10.1109/ICASSP.2005.1416283  0.79
2005 Hegde A, Erdogmus D, Shiau DS, Principe JC, Sackellares CJ. Quantifying spatio-temporal dependencies in epileptic ECOG Signal Processing. 85: 2082-2100. DOI: 10.1016/J.Sigpro.2005.07.003  0.782
2005 Erdogmus D, Principe JC. Information theoretic signal processing Signal Processing. 85: 873-874. DOI: 10.1016/J.Sigpro.2004.11.024  0.63
2005 Erdogmus D, Agrawal R, Principe JC. A mutual information extension to the matched filter Signal Processing. 85: 927-935. DOI: 10.1016/J.Sigpro.2004.11.018  0.642
2005 Zheng Y, Gao J, Sanchez JC, Principe JC, Okun MS. Multiplicative multifractal modeling and discrimination of human neuronal activity Physics Letters A. 344: 253-264. DOI: 10.1016/J.Physleta.2005.06.092  0.622
2005 Rao YN, Erdogmus D, Rao GY, Principe JC. Fast error whitening algorithms for system identification and control with noisy data Neurocomputing. 69: 158-181. DOI: 10.1016/J.Neucom.2005.02.018  0.805
2005 Lehn-schi�ler T, Hegde A, Erdogmus D, Principe JC. Vector quantization using information theoretic concepts Natural Computing. 4: 39-51. DOI: 10.1007/S11047-004-9619-8  0.799
2004 Hegde A, Erdogmus D, Principe JC. Synchronization analysis of epileptic ECOG data using SOM-based SI measure. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2: 952-5. PMID 17271837 DOI: 10.1109/IEMBS.2004.1403318  0.775
2004 Liu H, Hild KE, Gao JB, Erdogmus D, Príncipe JC, Chris Sackellares J. Evaluation of a BSS algorithm for artifacts rejection in epileptic seizure detection. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 91-4. PMID 17271611 DOI: 10.1109/IEMBS.2004.1403098  0.608
2004 Sanchez JC, Principe JC, Carmena JM, Lebedev MA, Nicolelis MA. Simultaneus prediction of four kinematic variables for a brain-machine interface using a single recurrent neural network. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 7: 5321-4. PMID 17271543 DOI: 10.1109/IEMBS.2004.1404486  0.62
2004 Xu D, Principe JC. Dynamical analysis of neural oscillators in an olfactory cortex model. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 1053-62. PMID 15484882 DOI: 10.1109/Tnn.2004.832815  0.632
2004 Sindhwani V, Rakshit S, Deodhare D, Erdogmus D, Principe JC, Niyogi P. Feature selection in MLPs and SVMs based on maximum output information. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 937-48. PMID 15461085 DOI: 10.1109/Tnn.2004.828772  0.676
2004 Morejon RA, Principe JC. Advanced search algorithms for information-theoretic learning with kernel-based estimators. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 874-84. PMID 15461080 DOI: 10.1109/Tnn.2004.828769  0.807
2004 Principe JC, Oja E, Xu L, Cichocki A, Erdogmus D. Special issue on information theoretic learning. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 789-91. PMID 15461072 DOI: 10.1109/Tnn.2004.833368  0.61
2004 Erdogmus D, Yan R, Larsson EG, Principe JC, Fitzsimmons JR. Image construction methods for phased array magnetic resonance imaging. Journal of Magnetic Resonance Imaging : Jmri. 20: 306-14. PMID 15269958 DOI: 10.1002/Jmri.20115  0.652
2004 Sanchez JC, Carmena JM, Lebedev MA, Nicolelis MA, Harris JG, Principe JC. Ascertaining the importance of neurons to develop better brain-machine interfaces. Ieee Transactions On Bio-Medical Engineering. 51: 943-53. PMID 15188862 DOI: 10.1109/Tbme.2004.827061  0.652
2004 Erdogmus D, Hild KE, Rao YN, Príncipe JC. Minimax mutual information approach for independent component analysis. Neural Computation. 16: 1235-52. PMID 15130248 DOI: 10.1162/089976604773717595  0.804
2004 Erdogmus D, Rao YN, Peddaneni H, Hegde A, Principe JC. Recursive Principal Components Analysis Using Eigenvector Matrix Perturbation Eurasip Journal On Advances in Signal Processing. 2004. DOI: 10.1155/S1110865704404120  0.802
2004 Erdogmus D, Hild K, Principe J, Lazaro M, Santamaria I. Adaptive Blind Deconvolution of Linear Channels Using Renyi's Entropy with Parzen Window Estimation Ieee Transactions On Signal Processing. 52: 1489-1498. DOI: 10.1109/Tsp.2004.827202  0.652
2004 Rao YN, Principe JC, Wong TF. Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications The Journal of Vlsi Signal Processing-Systems For Signal, Image, and Video Technology. 37: 333-344. DOI: 10.1023/B:VLSI.0000027495.79266.ad  0.685
2004 Erdogmus D, Principe JC. Lower and upper bounds for misclassification probability based on Renyi's information Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 37: 305-317. DOI: 10.1023/B:VLSI.0000027493.48841.39  0.611
2004 Principe JC, Erdogmus D. Special issue on information theoretic signal processing Signal Processing. 84: 675-676. DOI: 10.1016/J.Sigpro.2003.11.012  0.631
2003 Larsson EG, Erdogmus D, Yan R, Principe JC, Fitzsimmons JR. SNR-optimality of sum-of-squares reconstruction for phased-array magnetic resonance imaging. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 163: 121-3. PMID 12852915 DOI: 10.1016/S1090-7807(03)00132-0  0.622
2003 Rao YN, Erdogmus D, Rao GY, Principe JC. Stochastic error whitening algorithm for linear filter estimation with noisy data. Neural Networks : the Official Journal of the International Neural Network Society. 16: 873-80. PMID 12850046 DOI: 10.1016/S0893-6080(03)00109-6  0.8
2003 Kim SP, Sanchez JC, Erdogmus D, Rao YN, Wessberg J, Principe JC, Nicolelis M. Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. Neural Networks : the Official Journal of the International Neural Network Society. 16: 865-71. PMID 12850045 DOI: 10.1016/S0893-6080(03)00108-4  0.805
2003 Iasemidis LD, Shiau DS, Chaovalitwongse W, Sackellares JC, Pardalos PM, Principe JC, Carney PR, Prasad A, Veeramani B, Tsakalis K. Adaptive epileptic seizure prediction system. Ieee Transactions On Bio-Medical Engineering. 50: 616-27. PMID 12769437 DOI: 10.1109/Tbme.2003.810689  0.559
2003 Erdogmus D, Rao YN, Hild II KE, Principe JC. Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection Eurasip Journal On Advances in Signal Processing. 2002. DOI: 10.1155/S1110865702210033  0.804
2003 Erdogmus D, Principe JC. Convergence properties and data efficiency of the minimum error entropy criterion in adaline training Ieee Transactions On Signal Processing. 51: 1966-1978. DOI: 10.1109/Tsp.2003.812843  0.68
2003 Cho J, Principe JC, Motter MA. Local Hammerstein modeling based on Self-organizing Map Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 2003: 809-818. DOI: 10.1109/NNSP.2003.1318080  0.809
2003 Erdogmus D, Hild K, Principe J. Online entropy manipulation: stochastic information gradient Ieee Signal Processing Letters. 10: 242-245. DOI: 10.1109/Lsp.2003.814400  0.649
2003 Lin AY, Gugel KS, Príncipe JC. Feasibility of fixed-point transversal adaptive filters in FPGA devices with embedded DSP blocks Proceedings - 3rd Ieee International Workshop On System-On-Chip For Real-Time Applications, Iwsoc 2003. 157-160. DOI: 10.1109/IWSOC.2003.1213026  0.788
2003 Santamarı́a I, González R, Pantaleón C, Principe JC. Maximum margin equalizers trained with the Adatron algorithm Signal Processing. 83: 593-602. DOI: 10.1016/S0165-1684(02)00490-5  0.377
2003 Cho J, Principe JC, Motter MA. A Local Linear Modeling Paradigm with a Modified Counterpropagation Network Proceedings of the International Joint Conference On Neural Networks. 1: 34-38.  0.812
2003 Lan J, Principe JC, Motter MA. Identification of Dynamical Systems using GMM with VQ Initialization Proceedings of the International Joint Conference On Neural Networks. 1: 764-768.  0.803
2002 Erdogmus D, Principe JC. Generalized information potential criterion for adaptive system training. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 13: 1035-44. PMID 18244501 DOI: 10.1109/Tnn.2002.1031936  0.677
2002 Principe J, Euliano N, Garani S. Principles and networks for self-organization in space-time. Neural Networks : the Official Journal of the International Neural Network Society. 15: 1069-83. PMID 12416695 DOI: 10.1016/S0893-6080(02)00080-1  0.798
2002 Erdogmus D, Genç AU, Príncipe JC. A Neural Network Perspective to Extended Luenberger Observers Measurement and Control. 35: 10-16. DOI: 10.1177/002029400203500103  0.659
2002 Erdogmus D, Principe JC. An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems Ieee Transactions On Signal Processing. 50: 1780-1786. DOI: 10.1109/Tsp.2002.1011217  0.652
2002 Rao YN, Principe JC. Efficient total least squares method for system modeling using minor component analysis Neural Networks For Signal Processing - Proceedings of the Ieee Workshop. 2002: 259-268. DOI: 10.1109/NNSP.2002.1030037  0.692
2002 Santamaria I, Erdogmus D, Principe J. Entropy minimization for supervised digital communications channel equalization Ieee Transactions On Signal Processing. 50: 1184-1192. DOI: 10.1109/78.995074  0.672
2002 Gokcay E, Principe JC. Information theoretic clustering Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 158-171. DOI: 10.1109/34.982897  0.799
2002 Rao YN, Principe JC. Time series segmentation using a novel adaptive eigendecomposition algorithm Journal of Vlsi Signal Processing Systems For Signal, Image, and Video Technology. 32: 7-17. DOI: 10.1023/A:1016355116053  0.71
2002 Erdogmus D, Principe JC, Hild II KE. Natural Computing. 1: 85-108. DOI: 10.1023/A:1015064029375  0.684
2002 Erdogmus D, Hild II KE, Principe JC. Blind source separation using Renyi's α-marginal entropies Neurocomputing. 49: 25-38. DOI: 10.1016/S0925-2312(02)00526-X  0.654
2001 Hild K, Erdogmus D, Principe J. Blind source separation using Renyi's mutual information Ieee Signal Processing Letters. 8: 174-176. DOI: 10.1109/97.923043  0.667
2001 Zhao Q, Principe JC. Support vector machines for SAR automatic target recognition Ieee Transactions On Aerospace and Electronic Systems. 37: 643-654. DOI: 10.1109/7.937475  0.313
2000 Zhao Q, Principe JC, Brennan VL, Xu D, Wang Z. Synthetic aperture radar automatic target recognition with three strategies of learning and representation Optical Engineering. 39: 1230-1244. DOI: 10.1117/1.602495  0.804
2000 Principe JC, Cerutti S, Amari SI. Special topic section on advances in statistical signal processing for medicine Ieee Transactions On Biomedical Engineering. 47: 565-566. DOI: 10.1109/TBME.2000.841325  0.346
2000 Principe JC, Erdogmus D. From adaptive linear to information filtering Ieee 2000 Adaptive Systems For Signal Processing, Communications, and Control Symposium, as-Spcc 2000. 99-104. DOI: 10.1109/ASSPCC.2000.882454  0.64
2000 Harris JG, Pu CJ, Principe JC. Monaural cue sound localizer Analog Integrated Circuits and Signal Processing. 23: 163-172. DOI: 10.1023/A:1008350127376  0.71
2000 Principe JC, Xu D, Zhao Q, Fisher III JW. The Journal of Vlsi Signal Processing. 26: 61-77. DOI: 10.1023/A:1008143417156  0.628
1999 Wang C, Principe JC. Training neural networks with additive noise in the desired signal. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 10: 1511-7. PMID 18252653 DOI: 10.1109/72.809097  0.368
1999 Krajca V, Principe JC, Petránek S. Extraction of principal components from biosignals by neural net. Technology and Health Care : Official Journal of the European Society For Engineering and Medicine. 7: 137-41. PMID 10463303 DOI: 10.3233/Thc-1999-72-305  0.313
1999 Harris JG, Juan J, Principe JC. Analog Integrated Circuits and Signal Processing. 18: 209-227. DOI: 10.1023/A:1008363406175  0.735
1998 Principe JC, Kim M, Fisher M. Target discrimination in synthetic aperture radar using artificial neural networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 7: 1136-49. PMID 18276330 DOI: 10.1109/83.704307  0.649
1998 Wu HC, Principe JC. Simultaneous diagonalization algorithm for blind source separation based on sub-band filtered features Proceedings of Spie - the International Society For Optical Engineering. 3374: 466-474. DOI: 10.1117/12.327121  0.627
1998 Principe JC, Xu D, Fisher JW. Pose Estimation in SAR using an Information Theoretic Criterion Proceedings of Spie. 3370: 218-229. DOI: 10.1117/12.321826  0.739
1998 Candocia FM, Principe JC. A method using multiple models to superresolve SAR imagery Proceedings of Spie - the International Society For Optical Engineering. 3370: 197-207. DOI: 10.1117/12.321824  0.779
1998 Yen LK, Principe JC. Weak transient signal detection in Non-Gaussian noise using RBF and recurrent networks Proceedings of Spie - the International Society For Optical Engineering. 3395: 69-75. DOI: 10.1117/12.319452  0.307
1998 Xu D, Principe JC, Wu H. Generalized eigendecomposition with an on-line local algorithm Ieee Signal Processing Letters. 5: 298-301. DOI: 10.1109/97.728475  0.775
1998 Haykin S, Principe J. Making sense of a complex world Ieee Signal Processing Magazine. 15: 66-81. DOI: 10.1109/79.671132  0.355
1998 Fancourt CL, Principe JC. Competitive principal component analysis for locally stationary time series Ieee Transactions On Signal Processing. 46: 3045-3057. DOI: 10.1109/78.726817  0.369
1998 Principe J, Radisavljevic A, Fisher J, Hiett M, Novak L. Target prescreening based on a quadratic gamma discriminator Ieee Transactions On Aerospace and Electronic Systems. 34: 706-715. DOI: 10.1109/7.705880  0.531
1998 Principe JC, Wang L, Motter MA. Local dynamic modeling with self-organizing maps and applications to nonlinear system identification and control Proceedings of the Ieee. 86: 2240-2258. DOI: 10.1109/5.726789  0.795
1997 Fisher JW, Principe JC. Recent advances to nonlinear minimum average correlation energy filters Optical Engineering. 36: 2697-2709. DOI: 10.1117/1.601518  0.52
1997 Hwang J, Kung S, Niranjan M, Principe JC. The past, present, and future of neural networks for signal processing Ieee Signal Processing Magazine. 14: 28-48. DOI: 10.1109/79.637299  0.34
1996 Fu L, Hsu HH, Principe JC. Incremental backpropagation learning networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 7: 757-61. PMID 18263471 DOI: 10.1109/72.501732  0.323
1996 Kim M, Fisher JW, Principe JC. New CFAR stencil for target detections in synthetic aperture radar imagery Proceedings of Spie. 2757: 432-442. DOI: 10.1117/12.242056  0.688
1996 Wang C, Wu H, Principe JC. Cost function for robust estimation of PCA Proceedings of Spie. 2760: 120-127. DOI: 10.1117/12.235956  0.654
1996 Wang C, Yen L, Principe JC. Detection of random vectors using an unsupervised neural network Proceedings of Spie. 2760: 523-532. DOI: 10.1117/12.235955  0.48
1996 Fisher JW, Principe JC. Unsupervised learning for nonlinear synthetic discriminant functions Proceedings of Spie. 2752: 2-13. DOI: 10.1117/12.235636  0.556
1995 Childers DG, Principe JC, Ting YT. Adaptive WRLS-VFF for Speech Analysis Ieee Transactions On Speech and Audio Processing. 3: 209-213. DOI: 10.1109/89.388148  0.325
1995 çelebi S, Principe JC. Parametric Least Squares Approximation Using Gamma Bases Ieee Transactions On Signal Processing. 43: 781-784. DOI: 10.1109/78.370635  0.318
1995 Fisher JW, Principe JC. A nonlinear extension of the MACE filter Neural Networks. 8: 1131-1141. DOI: 10.1016/0893-6080(95)00060-7  0.517
1994 Principe JC, Kuo JM, Celebi S. An analysis of the gamma memory in dynamic neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 5: 331-7. PMID 18267801 DOI: 10.1109/72.279195  0.725
1994 Choi HG, Principe JC, Hutchison AA, Wozniak JA. Multiresolution segmentation of respiratory electromyographic signals. Ieee Transactions On Bio-Medical Engineering. 41: 257-66. PMID 8045578 DOI: 10.1109/10.284944  0.565
1993 Principe JC, Chang T, Gala S, Tome A. Information processing models for sleep staging Expert Systems With Applications. 6: 399-409. DOI: 10.1016/0957-4174(93)90032-2  0.315
1992 PRINCIPE JC, RATHIE A, KUO J. PREDICTION OF CHAOTIC TIME SERIES WITH NEURAL NETWORKS AND THE ISSUE OF DYNAMIC MODELING International Journal of Bifurcation and Chaos. 2: 989-996. DOI: 10.1142/S0218127492000598  0.792
1992 Vries Bd, Principe JC. The gamma model-A new neural model for temporal processing Neural Networks. 5: 565-576. DOI: 10.1016/S0893-6080(05)80035-8  0.329
1991 Principe JC, Yoon T. A new algorithm for the detection of tool breakage in milling International Journal of Machine Tools and Manufacture. 31: 443-454. DOI: 10.1016/0890-6955(91)90028-2  0.345
1990 Park S, Principe JC, Smith JR, Reid SA. TDAT--time domain analysis tool for EEG analysis. Ieee Transactions On Bio-Medical Engineering. 37: 803-11. PMID 2210789 DOI: 10.1109/10.102796  0.558
1988 McLochlin C, Principe JC, Smith JR. A data compression algorithm for the electroencephalogram. International Journal of Bio-Medical Computing. 22: 83-95. PMID 3384504 DOI: 10.1016/0020-7101(88)90045-1  0.571
1988 Chang TG, Smith JR, Principe JC. An expert system for multichannel sleep EEG/EOG signal analysis. Biomedical Sciences Instrumentation. 24: 19-25. PMID 3378095 DOI: 10.1016/0019-0578(89)90056-6  0.534
1987 de Olivera PG, Principe JC, Cruz AN, Tome AM. HIDRA: a hierarchical instrument for distributed real-time analysis of biological signals. Ieee Transactions On Bio-Medical Engineering. 34: 921-7. PMID 3692513 DOI: 10.1109/TBME.1987.325930  0.334
1986 Principe JC, Smith JR. SAMICOS--a sleep analyzing microcomputer system. Ieee Transactions On Bio-Medical Engineering. 33: 935-41. PMID 3770782 DOI: 10.1109/Tbme.1986.325664  0.52
1986 Principe JC, Smith JR. Design and implementation of linear phase FIR filters for biological signal processing. Ieee Transactions On Bio-Medical Engineering. 33: 550-9. PMID 3721526 DOI: 10.1109/Tbme.1986.325819  0.542
1985 Principe JC, Smith JR. Automatic recognition of spike and wave bursts. Electroencephalography and Clinical Neurophysiology. Supplement. 37: 115-32. PMID 3924556  0.453
1982 Principe JC, Smith JR. Sleep spindle characteristics as a function of age. Sleep. 5: 73-84. PMID 7071453  0.415
1982 Principe JC, Smith JR. Microcomputer-based system for the detection and quantification of petit mal epilepsy. Computers in Biology and Medicine. 12: 87-95. PMID 6809417 DOI: 10.1016/0010-4825(82)90017-8  0.463
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