Austin J. Brockmeier - Publications

Affiliations: 
University of Delaware, Newark, DE, United States 
Area:
machine learning, signal processing

26 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
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  0.88
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2013 Phan AH, Cichocki A, Tichavsky P, Luta G, Brockmeier A. Tensor completion throughmultiple Kronecker product decomposition Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3233-3237. DOI: 10.1109/ICASSP.2013.6638255  1
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  1
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  1
2012 Brockmeier AJ, Hazrati MKh, Freeman WJ, Li L, Príncipe JC. Locating spatial patterns of waveforms during sensory perception in scalp EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2531-4. PMID 23366440 DOI: 10.1109/EMBC.2012.6346479  1
2012 Choi JS, DiStasio MM, Brockmeier AJ, Francis JT. An electric field model for prediction of somatosensory (S1) cortical field potentials induced by ventral posterior lateral (VPL) thalamic microstimulation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 20: 161-9. PMID 22203725 DOI: 10.1109/Tnsre.2011.2181417  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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