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zhang yi - Publications

Affiliations: 
University of Electronic Science and Technology of China, Chengdu Shi, Sichuan Sheng, China 
Area:
multistability, convergence, recurrent neural networks
Website:
http://cilab.uestc.edu.cn/person/zhangyi/index.html
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177 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
2021 Zhou Y, Yen GG, Yi Z. Evolutionary Shallowing Deep Neural Networks at Block Levels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33635798 DOI: 10.1109/TNNLS.2021.3059529  0.328
2020 Qi X, Hu J, Zhang L, Bai S, Yi Z. Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks. Ieee Transactions On Cybernetics. PMID 32833659 DOI: 10.1109/TCYB.2020.3012186  0.309
2020 Pi Y, Zhao Z, Xiang Y, Li Y, Cai H, Yi Z. Automated diagnosis of bone metastasis based on multi-view bone scans using attention-augmented deep neural networks. Medical Image Analysis. 65: 101784. PMID 32763793 DOI: 10.1016/j.media.2020.101784  0.332
2020 Xu X, Wang C, Guo J, Gan Y, Wang J, Bai H, Zhang L, Li W, Yi Z. MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. Medical Image Analysis. 65: 101772. PMID 32674041 DOI: 10.1016/j.media.2020.101772  0.372
2020 Gou J, Wang L, Yi Z, Yuan Y, Ou W, Mao Q. Weighted discriminative collaborative competitive representation for robust image classification. Neural Networks : the Official Journal of the International Neural Network Society. 125: 104-120. PMID 32087390 DOI: 10.1016/j.neunet.2020.01.020  0.339
2020 Wang L, Zhang L, Zhu M, Qi X, Yi Z. Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Analysis. 61: 101665. PMID 32062156 DOI: 10.1016/j.media.2020.101665  0.318
2020 He T, Hu J, Song Y, Guo J, Yi Z. Multi-task learning for the segmentation of organs at risk with label dependence. Medical Image Analysis. 61: 101666. PMID 32062155 DOI: 10.1016/j.media.2020.101666  0.369
2020 Shu X, Zhang L, Wang Z, Lv Q, Yi Z. Deep Neural Networks with Region-based Pooling Structures for Mammographic Image Classification. Ieee Transactions On Medical Imaging. PMID 31985411 DOI: 10.1109/TMI.2020.2968397  0.394
2020 Wang L, Zhang L, Wang J, Yi Z. Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks Ieee Transactions On Cognitive and Developmental Systems. 12: 98-108. DOI: 10.1109/Tcds.2019.2900506  0.341
2020 Chen W, Yu J, Yi Z, Qu H. The Effect of Coefficients on the Continuous Attractors in Coupled Highway Neural Networks Neurocomputing. DOI: 10.1016/J.Neucom.2020.08.036  0.407
2020 Pi Y, Chen Y, Deng D, Qi X, Li J, Lv Q, Yi Z. Automated diagnosis of multi-plane breast ultrasonography images using deep neural networks Neurocomputing. 403: 371-382. DOI: 10.1016/J.Neucom.2020.04.123  0.308
2020 Gao Z, Chen Y, Yi Z. A novel method to compute the weights of neural networks Neurocomputing. 407: 409-427. DOI: 10.1016/J.Neucom.2020.03.114  0.413
2020 Wang J, Ju R, Chen Y, Liu G, Yi Z. Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks Neurocomputing. 398: 95-107. DOI: 10.1016/J.Neucom.2020.01.057  0.339
2020 Xie L, Zhang L, Hu T, Huang H, Yi Z. Neural networks model based on an automated multi-scale method for mammogram classification Knowledge Based Systems. 106465. DOI: 10.1016/J.Knosys.2020.106465  0.375
2020 Hu J, Chen Y, Zhang L, Yi Z. Surrogate dropout: Learning optimal drop rate through proxy Knowledge Based Systems. 206: 106340. DOI: 10.1016/J.Knosys.2020.106340  0.396
2020 Wu Y, Yi Z. Automated detection of kidney abnormalities using multi-feature fusion convolutional neural networks Knowledge Based Systems. 200: 105873. DOI: 10.1016/J.Knosys.2020.105873  0.355
2020 Wang H, Zhang H, Hu J, Song Y, Bai S, Yi Z. DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks International Journal of Intelligent Systems. DOI: 10.1002/Int.22280  0.321
2019 Zhou Y, Yen GG, Yi Z. Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation. Ieee Transactions On Neural Networks and Learning Systems. PMID 31536016 DOI: 10.1109/Tnnls.2019.2933879  0.421
2019 Zhou Y, Yen GG, Yi Z. A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks. Ieee Transactions On Cybernetics. PMID 31380778 DOI: 10.1109/Tcyb.2019.2928174  0.41
2019 Hu J, Chen Y, Yi Z. Automated segmentation of macular edema in OCT using deep neural networks. Medical Image Analysis. 55: 216-227. PMID 31096135 DOI: 10.1016/j.media.2019.05.002  0.352
2019 Yang S, Zhang L, He X, Yi Z. Learning Manifold Structures With Subspace Segmentations. Ieee Transactions On Cybernetics. PMID 30794522 DOI: 10.1109/Tcyb.2019.2895497  0.411
2019 Gou J, Qiu W, Yi Z, Xu Y, Mao Q, Zhan Y. A Local Mean Representation-based K -Nearest Neighbor Classifier Acm Transactions On Intelligent Systems and Technology. 10: 29. DOI: 10.1145/3319532  0.31
2019 He Z, Yen GG, Yi Z. Robust Multiobjective Optimization via Evolutionary Algorithms Ieee Transactions On Evolutionary Computation. 23: 316-330. DOI: 10.1109/Tevc.2018.2859638  0.318
2019 Sun Y, Yen GG, Yi Z. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations Ieee Transactions On Evolutionary Computation. 23: 89-103. DOI: 10.1109/Tevc.2018.2808689  0.447
2019 Sun Y, Yen GG, Yi Z. IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems Ieee Transactions On Evolutionary Computation. 23: 173-187. DOI: 10.1109/Tevc.2018.2791283  0.383
2019 Gao Z, Li J, Guo J, Chen Y, Yi Z, Zhong J. Diagnosis of Diabetic Retinopathy Using Deep Neural Networks Ieee Access. 7: 3360-3370. DOI: 10.1109/Access.2018.2888639  0.329
2019 Zhang W, Zhong J, Yang S, Gao Z, Hu J, Chen Y, Yi Z. Automated identification and grading system of diabetic retinopathy using deep neural networks Knowledge-Based Systems. 175: 12-25. DOI: 10.1016/J.KNOSYS.2019.03.016  0.403
2019 Chen Y, Yi Z. Locality-constrained least squares regression for subspace clustering Knowledge Based Systems. 163: 51-56. DOI: 10.1016/J.Knosys.2018.08.014  0.36
2019 Wang Y, Mao H, Yi Z. Stem cell motion-tracking by using deep neural networks with multi-output Neural Computing and Applications. 31: 3455-3467. DOI: 10.1007/S00521-017-3291-2  0.33
2019 Zhou Y, Zhang L, Yi Z. Predicting movie box-office revenues using deep neural networks Neural Computing and Applications. 31: 1855-1865. DOI: 10.1007/S00521-017-3162-X  0.408
2018 Qi X, Zhang L, Chen Y, Pi Y, Chen Y, Lv Q, Yi Z. Automated diagnosis of breast ultrasonography images using deep neural networks. Medical Image Analysis. 52: 185-198. PMID 30594771 DOI: 10.1016/j.media.2018.12.006  0.37
2018 Li X, Lv J, Yi Z. Outlier Detection Using Structural Scores in a High-Dimensional Space. Ieee Transactions On Cybernetics. PMID 30418896 DOI: 10.1109/TCYB.2018.2876615  0.326
2018 Wang J, Ju R, Chen Y, Zhang L, Hu J, Wu Y, Dong W, Zhong J, Yi Z. Automated retinopathy of prematurity screening using deep neural networks. Ebiomedicine. PMID 30166272 DOI: 10.1016/j.ebiom.2018.08.033  0.308
2018 Hu J, Chen Y, Zhong J, Ju R, Yi Z. Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. Ieee Transactions On Medical Imaging. PMID 30080144 DOI: 10.1109/TMI.2018.2863562  0.39
2018 Fu M, Qu H, Yi Z, Lu L, Liu Y. A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System. Ieee Transactions On Cybernetics. PMID 29994436 DOI: 10.1109/TCYB.2018.2795041  0.341
2018 Zhang L, Yi Z, Amari SI. Theoretical Study of Oscillator Neurons in Recurrent Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 29994374 DOI: 10.1109/TNNLS.2018.2793911  0.305
2018 Zhang M, Qu H, Belatreche A, Chen Y, Yi Z. A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. Ieee Transactions On Neural Networks and Learning Systems. PMID 29993588 DOI: 10.1109/TNNLS.2018.2833077  0.35
2018 Sun Y, Yen GG, Yi Z. Improved Regularity Model-Based EDA for Many-Objective Optimization Ieee Transactions On Evolutionary Computation. 22: 662-678. DOI: 10.1109/Tevc.2018.2794319  0.362
2018 Xu X, Xiao S, Yi Z, Peng X, Liu Y. Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning Ieee Transactions On Cognitive and Developmental Systems. 10: 280-289. DOI: 10.1109/TCDS.2017.2686983  0.365
2018 Xu X, Guo Q, Guo J, Yi Z. DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks Ieee Access. 6: 66972-66983. DOI: 10.1109/Access.2018.2875406  0.341
2018 Yan M, Guo J, Tian W, Yi Z. Symmetric convolutional neural network for mandible segmentation Knowledge Based Systems. 159: 63-71. DOI: 10.1016/J.Knosys.2018.06.003  0.407
2018 Luo C, Li T, Chen H, Fujita H, Yi Z. Incremental rough set approach for hierarchical multicriteria classification Information Sciences. 429: 72-87. DOI: 10.1016/j.ins.2017.11.004  0.354
2018 Chen Y, Zhang L, Yi Z. Subspace clustering using a low-rank constrained autoencoder Information Sciences. 424: 27-38. DOI: 10.1016/j.ins.2017.09.047  0.373
2017 Pu YF, Siarry P, Chatterjee A, Wang ZN, Yi Z, Liu YG, Zhou JL, Wang Y. A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation Based Formulation for Multi-scale Nonlocal Contrast Enhancement with Texture Preserving. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 29990194 DOI: 10.1109/TIP.2017.2779601  0.348
2017 Wang J, Zhang L, Chen Y, Yi Z. A New Delay Connection for Long Short-Term Memory Networks. International Journal of Neural Systems. 1750061. PMID 29382286 DOI: 10.1142/S0129065717500617  0.394
2017 Feng M, Qu H, Yi Z, Kurths J. Subnormal Distribution Derived From Evolving Networks With Variable Elements. Ieee Transactions On Cybernetics. PMID 28976328 DOI: 10.1109/TCYB.2017.2751073  0.314
2017 Wang L, Zhang L, Yi Z. Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking. Ieee Transactions On Cybernetics. 47: 3172-3183. PMID 28885144 DOI: 10.1109/TCYB.2017.2705345  0.332
2017 Chen D, Lv J, Yi Z. Graph regularized Restricted Boltzmann Machine. Ieee Transactions On Neural Networks and Learning Systems. PMID 28504950 DOI: 10.1109/TNNLS.2017.2692773  0.373
2017 Wang J, Zhang L, Guo Q, Yi Z. Recurrent Neural Networks With Auxiliary Memory Units. Ieee Transactions On Neural Networks and Learning Systems. PMID 28333646 DOI: 10.1109/TNNLS.2017.2677968  0.34
2017 Yang ZQ, Wei XY, Yi Z, Friedland G. Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28212085 DOI: 10.1109/TIP.2017.2669842  0.315
2017 Sun Y, Yen GG, Yi Z. Reference line-based Estimation of Distribution Algorithm for many-objective optimization Knowledge-Based Systems. 132: 129-143. DOI: 10.1016/J.Knosys.2017.06.021  0.343
2017 Shi X, Chen G, Heng PA, Yi Z. Tracking topology structure adaptively with deep neural networks Neural Computing and Applications. 30: 3317-3326. DOI: 10.1007/s00521-017-2906-y  0.413
2016 Peng X, Zhao B, Yan R, Tang H, Yi Z. Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. Ieee Transactions On Neural Networks and Learning Systems. PMID 28113870 DOI: 10.1109/TNNLS.2016.2536741  0.332
2016 Xie X, Qu H, Yi Z, Kurths J. Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. Ieee Transactions On Neural Networks and Learning Systems. PMID 28113824 DOI: 10.1109/TNNLS.2016.2541339  0.419
2016 Zhen L, Peng D, Yi Z, Xiang Y, Chen P. Underdetermined Blind Source Separation Using Sparse Coding. Ieee Transactions On Neural Networks and Learning Systems. PMID 28113526 DOI: 10.1109/TNNLS.2016.2610960  0.334
2016 Peng X, Lu C, Yi Z, Tang H. Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 27723605 DOI: 10.1109/TNNLS.2016.2608834  0.302
2016 Pu YF, Yi Z, Zhou JL. Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 27429451 DOI: 10.1109/TNNLS.2016.2582512  0.399
2016 Peng X, Lu J, Yi Z, Yan R. Automatic Subspace Learning via Principal Coefficients Embedding. Ieee Transactions On Cybernetics. PMID 27305691 DOI: 10.1109/TCYB.2016.2572306  0.357
2016 Xie X, Qu H, Yi Z, Kurths J. Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. Ieee Transactions On Neural Networks and Learning Systems. PMID 27046911 DOI: 10.1109/TNNLS.2016.2541339  0.308
2016 Peng X, Yu Z, Yi Z, Tang H. Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering. Ieee Transactions On Cybernetics. PMID 26992192 DOI: 10.1109/TCYB.2016.2536752  0.345
2016 Guo Q, Zhang H, Yi Z. High-Order Measurements for Residual Classifiers. Ieee Transactions On Neural Networks and Learning Systems. PMID 26812741 DOI: 10.1109/TNNLS.2016.2515128  0.327
2016 Chen Y, Zhang L, Yi Z. A Novel Low Rank Representation Algorithm for Subspace Clustering International Journal of Pattern Recognition and Artificial Intelligence. 30. DOI: 10.1142/S0218001416500075  0.368
2016 Chen J, Zhang H, Mao H, Sang Y, Yi Z. Symmetric low-rank representation for subspace clustering Neurocomputing. 173: 1192-1202. DOI: 10.1016/j.neucom.2015.08.077  0.362
2016 Sang Y, Lv J, Qu H, Yi Z. Shortest path computation using pulse-coupled neural networks with restricted autowave Knowledge Based Systems. 114: 1-11. DOI: 10.1016/J.Knosys.2016.08.027  0.381
2016 Luo C, Li T, Chen H, Fujita H, Yi Z. Efficient updating of probabilistic approximations with incremental objects Knowledge-Based Systems. 109: 71-83. DOI: 10.1016/j.knosys.2016.06.025  0.375
2016 Guo Q, Jia J, Shen G, Zhang L, Cai L, Yi Z. Learning robust uniform features for cross-media social data by using cross autoencoders Knowledge-Based Systems. 102: 64-75. DOI: 10.1016/j.knosys.2016.03.028  0.322
2016 Luo C, Li T, Yi Z, Fujita H. Matrix approach to decision-theoretic rough sets for evolving data Knowledge-Based Systems. 99: 123-134. DOI: 10.1016/j.knosys.2016.01.042  0.322
2016 Xiong T, Zhang L, Yi Z. Double Gaussian mixture model for image segmentation with spatial relationships Journal of Visual Communication and Image Representation. 34: 135-145. DOI: 10.1016/j.jvcir.2015.10.018  0.341
2016 Li L, Lv J, Yi Z. A non-negative representation learning algorithm for selecting neighbors Machine Learning. 102: 133-153. DOI: 10.1007/s10994-015-5501-4  0.382
2015 Peng X, Tang H, Zhang L, Yi Z, Xiao S. A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 26540718 DOI: 10.1109/TNNLS.2015.2490080  0.306
2015 Yang S, Yi Z, He X, Li X. A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26186793 DOI: 10.1109/Tip.2015.2457033  0.393
2015 Feng M, Qu H, Yi Z, Xie X, Kurths J. Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution. Ieee Transactions On Cybernetics. PMID 25956002 DOI: 10.1109/TCYB.2015.2424425  0.393
2015 Lv JC, Yi Z, Li Y. Non-divergence of stochastic discrete time algorithms for PCA neural networks Ieee Transactions On Neural Networks and Learning Systems. 26: 394-399. PMID 25608296 DOI: 10.1109/TNNLS.2014.2312421  0.436
2015 Peng X, Yan R, Zhao B, Tang H, Yi Z. Fast low rank representation based spatial pyramid matching for image classification Knowledge Based Systems. 90: 14-22. DOI: 10.1016/J.Knosys.2015.10.005  0.361
2015 Kuang Y, Zhang L, Yi Z. Constructing L1-graphs for subspace learning via recurrent neural networks Pattern Analysis and Applications. 18: 817-828. DOI: 10.1007/s10044-014-0370-1  0.383
2015 Sun Y, Mao H, Guo Q, Yi Z. Learning a good representation with unsymmetrical auto-encoder Neural Computing and Applications. DOI: 10.1007/s00521-015-1939-3  0.343
2014 Yang S, Yi Z, Ye M, He X. Convergence Analysis of Graph Regularized Non-negative Matrix Factorization Ieee Transactions On Knowledge and Data Engineering. 26: 2151-2165. DOI: 10.1109/Tkde.2013.98  0.404
2014 Feng M, Qu H, Yi Z. Highest Degree Likelihood Search Algorithm Using a State Transition Matrix for Complex Networks Ieee Transactions On Circuits and Systems I-Regular Papers. 61: 2941-2950. DOI: 10.1109/Tcsi.2014.2333677  0.435
2014 Zhang H, Yi Z, Peng X. fLRR: fast low-rank representation using Frobenius-norm Electronics Letters. 50: 936-938. DOI: 10.1049/El.2014.1396  0.352
2014 Zhen L, Yi Z, Peng X, Peng D. Locally linear representation for image clustering Electronics Letters. 50: 942-943. DOI: 10.1049/El.2014.0666  0.325
2014 Kuang Y, Zhang L, Yi Z. An adaptive rank-sparsity K-SVD algorithm for image sequence denoising Pattern Recognition Letters. 45: 46-54. DOI: 10.1016/J.Patrec.2014.03.003  0.363
2014 Peng X, Zhang L, Yi Z, Tan KK. Learning Locality-Constrained Collaborative Representation for Robust Face Recognition Pattern Recognition. 47: 2794-2806. DOI: 10.1016/J.Patcog.2014.03.013  0.364
2014 Chen Y, Zhang L, Yi Z. Nearest convex hull classification by using Lotka–Volterra recurrent neural networks Neurocomputing. 138: 157-166. DOI: 10.1016/j.neucom.2014.02.014  0.452
2014 Li Y, Yi Z, Lv JC. Support vector set selection using pulse-coupled neural networks Neural Computing and Applications. 25: 401-410. DOI: 10.1007/S00521-013-1506-8  0.357
2014 Kuang Y, Zhang L, Yi Z. Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning Circuits Systems and Signal Processing. 33: 2151-2171. DOI: 10.1007/S00034-013-9734-9  0.385
2013 Qu H, Yi Z, Yang SX. Efficient shortest-path-tree computation in network routing based on pulse-coupled neural networks. Ieee Transactions On Cybernetics. 43: 995-1010. PMID 23144039 DOI: 10.1109/Tsmcb.2012.2221695  0.434
2013 Waqas J, Yi Z, Zhang L. Collaborative neighbor representation based classification using l2-minimization approach Pattern Recognition Letters. 34: 201-208. DOI: 10.1016/J.Patrec.2012.09.024  0.378
2013 Peng X, Yi Z, Wei X, Peng D, Sang Y. Free-gram phrase identification for modeling Chinese text Information Processing Letters. 113: 137-144. DOI: 10.1016/J.Ipl.2012.11.005  0.334
2013 Kuang Y, Yi Z, Zhang L. An improved code selection algorithm for fault prediction Neural Computing and Applications. 22: 1763-1772. DOI: 10.1007/S00521-012-1203-Z  0.313
2013 Zheng B, Yi Z. Using competitive layer model implemented by Lotka–Volterra recurrent neural networks for detecting brain activated regions from fMRI data Neural Computing and Applications. 22: 395-404. DOI: 10.1007/S00521-012-0972-8  0.335
2012 Peng D, Yi Z, Xiang Y, Zhang H. A globally convergent MC algorithm with an adaptive learning rate. Ieee Transactions On Neural Networks and Learning Systems. 23: 359-65. PMID 24808515 DOI: 10.1109/TNNLS.2011.2179310  0.447
2012 Zheng B, Yi Z. A new method based on the CLM of the LV RNN for brain MR image segmentation Digital Signal Processing. 22: 497-505. DOI: 10.1016/J.Dsp.2012.01.004  0.326
2012 Qu H, Yang SX, Yi Z, Wang X. A novel neural network method for shortest path tree computation Applied Soft Computing Journal. 12: 3246-3259. DOI: 10.1016/J.Asoc.2012.05.007  0.424
2011 Zhang L, Yi Z. Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer Function Ieee Transactions On Neural Networks. 22: 1021-1031. PMID 21609880 DOI: 10.1109/Tnn.2011.2132762  0.325
2011 Xu F, Yi Z. Convergence analysis of a class of simplified background neural networks with two subnetworks Neurocomputing. 74: 3877-3883. DOI: 10.1016/j.neucom.2011.08.002  0.42
2011 Zhang C, Yi Z. Scale-free fully informed particle swarm optimization algorithm Information Sciences. 181: 4550-4568. DOI: 10.1016/J.Ins.2011.02.026  0.323
2011 Xu F, Yi Z. Continuous attractors of a class of neural networks with a large number of neurons Computers and Mathematics With Applications. 62: 3785-3795. DOI: 10.1016/j.camwa.2011.09.027  0.405
2010 Yu J, Yi Z, Zhou J. Continuous Attractors of Lotka–Volterra Recurrent Neural Networks With Infinite Neurons Ieee Transactions On Neural Networks. 21: 1690-1695. PMID 20813637 DOI: 10.1109/Tnn.2010.2067224  0.392
2010 Tang H, Li H, Yi Z. A Discrete-Time Neural Network for Optimization Problems With Hybrid Constraints Ieee Transactions On Neural Networks. 21: 1184-1189. PMID 20659866 DOI: 10.1109/Tnn.2010.2049368  0.393
2010 Yi Z. Foundations of implementing the competitive layer model by lotkavolterra recurrent neural networks Ieee Transactions On Neural Networks. 21: 494-507. PMID 20142165 DOI: 10.1109/TNN.2009.2039758  0.361
2010 Lv JC, Tan KK, Yi Z, Huang S. A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks Ieee Transactions On Fuzzy Systems. 18: 217-226. DOI: 10.1109/Tfuzz.2009.2038711  0.404
2010 Tan KK, Lv JC, Yi Z, Huang S. Adaptive multiple minor directions extraction in parallel using a PCA neural network Theoretical Computer Science. 411: 4200-4215. DOI: 10.1016/J.Tcs.2010.07.021  0.462
2010 Zuo L, Yi Z, Lv JC. An improved working set selection for SMO-type decomposition method Nonlinear Analysis-Real World Applications. 11: 3834-3841. DOI: 10.1016/J.Nonrwa.2010.02.013  0.401
2010 Zhang C, Yi Z. A danger theory inspired artificial immune algorithm for on-line supervised two-class classification problem Neurocomputing. 73: 1244-1255. DOI: 10.1016/J.Neucom.2010.01.005  0.404
2010 Wan M, Yi Z, Lv JC, Zhou J. Stability and chaos analysis for an ICA algorithm Computers & Mathematics With Applications. 60: 1810-1827. DOI: 10.1016/J.Camwa.2010.07.013  0.361
2010 Sang Y, Yi Z, Zhou J. Spatial Point-Data Reduction Using Pulse Coupled Neural Network Neural Processing Letters. 32: 11-29. DOI: 10.1007/S11063-010-9140-2  0.424
2010 Yang S, Yi Z. Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm Neural Processing Letters. 31: 45-64. DOI: 10.1007/S11063-009-9126-0  0.365
2009 Qu H, Yang SX, Willms AR, Yi Z. Real-time robot path planning based on a modified pulse-coupled neural network model. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1724-39. PMID 19775961 DOI: 10.1109/Tnn.2009.2029858  0.321
2009 Yi Z, Zhang L, Yu J, Tan KK. Permitted and forbidden sets in discrete-time linear threshold recurrent neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 952-63. PMID 19423436 DOI: 10.1109/TNN.2009.2014373  0.428
2009 Yu J, Yi Z, Zhang L. Representations of Continuous Attractors of Recurrent Neural Networks Ieee Transactions On Neural Networks. 20: 368-372. PMID 19150791 DOI: 10.1109/Tnn.2008.2010771  0.403
2009 Lv JC, Tan KK, Yi Z, Huang S. Convergence Analysis of a Class of HyvÄrinen–Oja's ICA Learning Algorithms With Constant Learning Rates Ieee Transactions On Signal Processing. 57: 1811-1824. DOI: 10.1109/Tsp.2009.2013887  0.376
2009 Zhang L, Yi Z, Zhang SL, Heng PA. Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks Ieee Transactions On Automatic Control. 54: 1341-1347. DOI: 10.1109/Tac.2009.2015552  0.364
2009 Zhang C, Yi Z. Tree structured artificial immune network with self-organizing reaction operator Neurocomputing. 73: 336-349. DOI: 10.1016/J.Neucom.2009.08.007  0.353
2009 Zhang L, Yi Z, Yu J, Heng PA. Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions Neurocomputing. 72: 3809-3817. DOI: 10.1016/j.neucom.2009.05.008  0.388
2009 Li M, Yi Z, Zhu M. Solving TSP by using Lotka-Volterra neural networks Neurocomputing. 72: 3873-3880. DOI: 10.1016/J.Neucom.2009.05.002  0.403
2009 Wang X, Qu H, Yi Z. A modified pulse coupled neural network for shortest-path problem Neurocomputing. 72: 3028-3033. DOI: 10.1016/J.Neucom.2009.04.005  0.409
2009 Shang L, Yi Z, Ji L. Constrained ZIP code segmentation by a PCNN-based thinning algorithm Neurocomputing. 72: 1755-1762. DOI: 10.1016/J.Neucom.2008.07.010  0.368
2009 Peng D, Yi Z, Xiang Y. A unified learning algorithm to extract principal and minor components Digital Signal Processing. 19: 640-649. DOI: 10.1016/J.Dsp.2009.03.004  0.383
2009 Peng D, Xiang Y, Yi Z. A new adaptive blind channel identification algorithm Chaos Solitons & Fractals. 41: 354-359. DOI: 10.1016/J.Chaos.2008.01.002  0.342
2009 Huang D, Yi Z, Pu X. A New Incremental PCA Algorithm With Application to Visual Learning and Recognition Neural Processing Letters. 30: 171-185. DOI: 10.1007/S11063-009-9117-1  0.392
2009 Qu H, Yi Z, Wang X. A Winner-Take-All Neural Networks of N Linear Threshold Neurons without Self-Excitatory Connections Neural Processing Letters. 29: 143-154. DOI: 10.1007/S11063-009-9100-X  0.403
2008 Zhang L, Yi Z, Yu J. Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks With Unsaturating Piecewise Linear Transfer Functions Ieee Transactions On Neural Networks. 19: 158-167. PMID 18269947 DOI: 10.1109/Tnn.2007.904015  0.391
2008 Ji L, Yi Z. Fingerprint orientation field estimation using ridge projection Pattern Recognition. 41: 1508-1520. DOI: 10.1016/j.patcog.2007.09.003  0.304
2008 Qu H, Yi Z, Wang X. Switching analysis of 2-D neural networks with nonsaturating linear threshold transfer functions Neurocomputing. 72: 413-419. DOI: 10.1016/J.Neucom.2007.12.014  0.412
2008 Peng D, Yi Z, Lv J, Xiang Y. Letters: A neural networks learning algorithm for minor component analysis and its convergence analysis Neurocomputing. 71: 1748-1752. DOI: 10.1016/J.Neucom.2007.11.012  0.435
2008 Huang D, Yi Z. Shape recovery by a generalized topology preserving SOM Neurocomputing. 72: 573-580. DOI: 10.1016/j.neucom.2007.11.011  0.322
2008 Huang D, Yi Z, Pu X. A new local PCA-SOM algorithm Neurocomputing. 71: 3544-3552. DOI: 10.1016/j.neucom.2007.10.004  0.391
2008 Li Y, Yi Z. An algorithm for extracting fetal electrocardiogram Neurocomputing. 71: 1538-1542. DOI: 10.1016/J.Neucom.2007.05.001  0.329
2008 Peng D, Yi Z. Global convergence of an adaptive minor component extraction algorithm Chaos Solitons & Fractals. 35: 550-561. DOI: 10.1016/J.Chaos.2006.05.051  0.418
2008 Zhang H, Yi Z, Zhang L. Continuous attractors of a class of recurrent neural networks Computers & Mathematics With Applications. 56: 3130-3137. DOI: 10.1016/J.Camwa.2008.07.035  0.421
2008 Peng D, Yi Z, Lv JC, Xiang Y. A stable MCA learning algorithm Computers & Mathematics With Applications. 56: 847-860. DOI: 10.1016/J.Camwa.2008.01.016  0.485
2008 Lv JC, Tan KK, Yi Z, Huang S. Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks Neural Processing Letters. 28: 35-47. DOI: 10.1007/S11063-008-9080-2  0.444
2008 Pu X, Yi Z, Fang Z. Holistic and partial facial features fusion by binary particle swarm optimization Neural Computing and Applications. 17: 481-488. DOI: 10.1007/S00521-007-0148-0  0.358
2008 Ji L, Yi Z, Shang L. An improved pulse coupled neural network for image processing Neural Computing and Applications. 17: 255-263. DOI: 10.1007/S00521-007-0119-5  0.353
2007 Peng D, Yi Z, Luo W. Convergence analysis of a simple minor component analysis algorithm Neural Networks. 20: 842-850. PMID 17765471 DOI: 10.1016/J.Neunet.2007.07.001  0.388
2007 Lv JC, Yi Z, Tan KK. Determination of the number of principal directions in a biologically plausible PCA model. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 910-6. PMID 17526356 DOI: 10.1109/TNN.2007.891193  0.453
2007 Ye M, Yi Z, Tan K. A ROBUST AND GLOBALLY CONVERGENT PCA LEARNING ALGORITHM Control and Intelligent Systems. 35. DOI: 10.2316/Journal.201.2007.2.201-1579  0.44
2007 Lv JC, Yi Z, Tan KK. Global Convergence of GHA Learning Algorithm With Nonzero-Approaching Adaptive Learning Rates Ieee Transactions On Neural Networks. 18: 1557-1571. DOI: 10.1109/Tnn.2007.895824  0.393
2007 Peng D, Yi Z. Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method Theoretical Computer Science. 378: 87-100. DOI: 10.1016/J.Tcs.2007.03.010  0.399
2007 Liu G, Yi Z, Yang S. Letters: A hierarchical intrusion detection model based on the PCA neural networks Neurocomputing. 70: 1561-1568. DOI: 10.1016/J.Neucom.2006.10.146  0.425
2007 Shang L, Yi Z. A class of binary images thinning using two PCNNs Neurocomputing. 70: 1096-1101. DOI: 10.1016/j.neucom.2006.08.006  0.368
2007 Qu H, Yi Z. A new algorithm for finding the shortest paths using PCNNs Chaos Solitons & Fractals. 33: 1220-1229. DOI: 10.1016/J.Chaos.2006.01.097  0.423
2007 Lv JC, Yi Z. Some chaotic behaviors in a MCA learning algorithm with a constant learning rate Chaos Solitons & Fractals. 33: 1040-1047. DOI: 10.1016/J.Chaos.2006.01.064  0.345
2007 Zhang L, Yi Z. Dynamical properties of background neural networks with uniform firing rate and background input Chaos Solitons & Fractals. 33: 979-985. DOI: 10.1016/J.Chaos.2006.01.061  0.395
2007 Lv JC, Yi Z. Convergence analysis of Chauvin’s PCA learning algorithm with a constant learning rate Chaos Solitons & Fractals. 32: 1562-1571. DOI: 10.1016/J.Chaos.2005.12.007  0.372
2007 Lv JC, Yi Z. Stability and chaos of LMSER PCA learning algorithm Chaos Solitons & Fractals. 32: 1440-1447. DOI: 10.1016/J.Chaos.2005.11.076  0.358
2007 Qu H, Yi Z, Tang H. A columnar competitive model for solving multi-traveling salesman problem☆ Chaos Solitons & Fractals. 31: 1009-1019. DOI: 10.1016/J.Chaos.2005.10.059  0.447
2007 Tang H, Tan KC, Yi Z. Competitive neural networks for image segmentation Studies in Computational Intelligence. 53: 129-144. DOI: 10.1007/978-3-540-69226-3_9  0.378
2007 Tang H, Tan KC, Yi Z. Parameter settings of Hopfield networks applied to traveling salesman problems Studies in Computational Intelligence. 53: 99-116. DOI: 10.1007/978-3-540-69226-3_7  0.359
2007 Tang H, Tan KC, Yi Z. Feedforward neural networks and training methods Studies in Computational Intelligence. 53: 9-21. DOI: 10.1007/978-3-540-69226-3_2  0.354
2007 Tang H, Tan KC, Yi Z. Background neural networks with uniform firing rate and background input Studies in Computational Intelligence. 53: 279-288. DOI: 10.1007/978-3-540-69226-3_17  0.371
2007 Tang H, Tan KC, Yi Z. Analysis of cyclic dynamics for networks of linear threshold neurons Studies in Computational Intelligence. 53: 211-234. DOI: 10.1007/978-3-540-69226-3_14  0.334
2007 Tang H, Tan KC, Yi Z. Qualitative analysis for neural networks with LT transfer functions Studies in Computational Intelligence. 53: 191-209. DOI: 10.1007/978-3-540-69226-3_13  0.358
2007 Tang H, Tan KC, Yi Z. A new algorithm for finding the shortest paths using PCNN Studies in Computational Intelligence. 53: 177-189. DOI: 10.1007/978-3-540-69226-3_12  0.32
2006 Yi Z, Lv JC, Zhang L. Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 36: 87-95. PMID 16468568  0.308
2006 Qu H, Yi Z, Tang H. Improving local minima of columnar competitive model for TSPs Ieee Transactions On Circuits and Systems. 53: 1353-1362. DOI: 10.1109/Tcsi.2006.874180  0.417
2006 Lv JC, Yi Z, Tan KK. Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate Theoretical Computer Science. 367: 286-307. DOI: 10.1016/J.Tcs.2006.07.012  0.345
2006 Shang L, Lv JC, Yi Z. Letters: Rigid medical image registration using PCA neural network Neurocomputing. 69: 1717-1722. DOI: 10.1016/J.Neucom.2006.01.007  0.313
2006 Lv JC, Yi Z, Tan KK. Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method☆ Neurocomputing. 70: 362-372. DOI: 10.1016/J.Neucom.2006.01.003  0.363
2006 Zhang Z, Yi Z. Letters: Robust extraction of specific signals with temporal structure Neurocomputing. 69: 888-893. DOI: 10.1016/J.Neucom.2005.09.008  0.377
2006 Zhang Z, Yi Z. Letters: Extraction of temporally correlated sources with its application to non-invasive fetal electrocardiogram extraction Neurocomputing. 69: 894-899. DOI: 10.1016/J.Neucom.2005.08.004  0.331
2006 Zhang Z, Yi Z. Letters: Extraction of a source signal whose kurtosis value lies in a specific range Neurocomputing. 69: 900-904. DOI: 10.1016/J.Neucom.2005.07.002  0.304
2006 Li P, Yi Z, Zhang L. Global synchronization of a class of delayed complex networks Chaos Solitons & Fractals. 30: 903-908. DOI: 10.1016/J.Chaos.2005.08.169  0.367
2006 Lv JC, Yi Z. Global Convergence of a PCA Learning Algorithm with a Constant Learning Rate Computers & Mathematics With Applications. 52: 1425-1438. DOI: 10.1016/J.Camwa.2006.08.028  0.348
2005 Yi Z, Ye M, Lv JC, Tan KK. Convergence analysis of a deterministic discrete time system of Oja's PCA learning algorithm. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 16: 1318-28. PMID 16342477 DOI: 10.1109/Tnn.2005.852236  0.391
2005 Yi Z, Tan KK. Global convergence of Lotka-Volterra recurrent neural networks with delays Ieee Transactions On Circuits and Systems I: Regular Papers. 52: 2482-2489. DOI: 10.1109/TCSI.2005.853940  0.411
2004 Tang H, Tan KC, Yi Z. A columnar competitive model for solving combinatorial optimization problems. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 1568-73. PMID 15565783 DOI: 10.1109/TNN.2004.836244  0.426
2004 Yi Z, Tan KK. Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 329-36. PMID 15384526 DOI: 10.1109/TNN.2004.824272  0.399
2004 Tan KC, Tang HJ, Yi Z. Global exponential stability of discrete-time neural networks for constrained quadratic optimization Neurocomputing. 56: 399-406. DOI: 10.1016/S0925-2312(03)00442-9  0.412
2004 Yi Z, Fu Y, Tang HJ. Neural networks based approach for computing eigenvectors and eigenvalues of symmetric matrix Computers & Mathematics With Applications. 47: 1155-1164. DOI: 10.1016/S0898-1221(04)90110-1  0.399
2004 Yi Z. Global exponential convergence of recurrent neural networks with variable delays Theoretical Computer Science. 312: 281-293. DOI: 10.1016/j.tcs.2003.09.006  0.399
2004 Ye M, Yi Z, Lv J. A globally convergent learning algorithm for PCA neural networks Neural Computing and Applications. 14: 18-24. DOI: 10.1007/S00521-004-0435-Y  0.482
2002 Yi Z, Tan KK. Dynamic stability conditions for Lotka-Volterra recurrent neural networks with delays. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 66: 011910. PMID 12241387 DOI: 10.1103/PhysRevE.66.011910  0.408
2002 Yi Z, Heng PA, Vadakkepat P. Absolute periodicity and absolute stability of delayed neural networks Ieee Transactions On Circuits and Systems I: Fundamental Theory and Applications. 49: 256-261. DOI: 10.1109/81.983875  0.395
2001 Yi Z, Heng PA, Leung KS. Convergence analysis of cellular neural networks with unbounded delay Ieee Transactions On Circuits and Systems I: Fundamental Theory and Applications. 48: 680-687. DOI: 10.1109/81.928151  0.42
2000 Yi Z, Heng P, Fung P. Winner-take-all discrete recurrent neural networks Ieee Transactions On Circuits and Systems Ii: Analog and Digital Signal Processing. 47: 1584-1589. DOI: 10.1109/82.899661  0.408
1999 Yi Z, Heng PA, Fu AWC. Estimate of exponential convergence rate and exponential stability for neural networks Ieee Transactions On Neural Networks. 10: 1487-1493. DOI: 10.1109/72.809094  0.386
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