Edit Profile (opens in new tab) Seung, H. Sebastian Co-Author Distance Author ID: seung.h-sebastian Published as: Seung, H. Sebastian Documents Indexed: 15 Publications since 1995, including 1 Additional arXiv Preprint Co-Authors: 24 Co-Authors with 13 Joint Publications 309 Co-Co-Authors all top 5 Co-Authors 2 single-authored 3 Xie, Xiaohui 2 Hahnloser, Richard H. R. 2 Kearns, Michael Justin 2 Lee, Daniel D. 2 Tishby, Naftali 1 Briggman, Kevin 1 Denk, Winfried 1 Freund, Yoav 1 Haussler, David 1 Helmstaedter, Moritz 1 Jain, Viren 1 Loewenstein, Yonatan 1 Luther, Kyle 1 Murray, Joseph F. 1 Pickard, Galen 1 Prelec, Drazen 1 Reis, Ben Y. 1 Richards, Whitman 1 Roth, Fabian 1 Shamir, Eli 1 Slotine, Jean-Jacques E. 1 Tank, David W. 1 Turaga, Srinivas C. 1 Werfel, Justin Serials 7 Neural Computation 3 Machine Learning 1 Neural Networks 1 Journal of Computational Neuroscience 1 Nature, London all top 5 Fields 10 Computer science (68-XX) 5 Biology and other natural sciences (92-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Statistics (62-XX) 1 Operations research, mathematical programming (90-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 12 Publications have been cited 636 times in 618 Documents Cited by ▼ Year ▼ Learning the parts of objects by non-negative matrix factorization. Zbl 1369.68285 Lee, Daniel D.; Seung, H. Sebastian 511 1999 Selective sampling using the query by committee algorithm. Zbl 0881.68093 Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 38 1997 Permitted and forbidden sets in symmetric threshold-linear networks. Zbl 1046.92003 Hahnloser, Richard H. R.; Seung, H. Sebastian; Slotine, Jean-Jacques 25 2003 The autapse: A simple illustration of short-term analog memory storage by tuned synaptic feedback. Zbl 1044.92018 Seung, H. Sebastian; Lee, Daniel D.; Reis, Ben Y.; Tank, David W. 21 2000 Selectively grouping neurons in recurrent networks of lateral inhibition. Zbl 1024.92003 Xie, Xiaohui; Hahnloser, Richard H. R.; Seung, H. Sebastian 15 2002 Learning curves for stochastic gradient descent in linear feedforward networks. Zbl 1087.68625 Werfel, Justin; Xie, Xiaohui; Seung, H. Sebastian 8 2005 Equivalence of backpropagation and contrastive Hebbian learning in a layered network. Zbl 1047.68116 Xie, Xiaohui; Seung, H. Sebastian 6 2003 Rigorous learning curve bounds from statistical mechanics. Zbl 0870.68131 Haussler, David; Kearns, Michael; Seung, H. Sebastian; Tishby, Naftali 5 1996 Convolutional networks can learn to generate affinity graphs for image segmentation. Zbl 1183.92055 Turaga, Srinivas C.; Murray, Joseph F.; Jain, Viren; Roth, Fabian; Helmstaedter, Moritz; Briggman, Kevin; Denk, Winfried; Seung, H. Sebastian 4 2010 Neural voting machines. Zbl 1103.68818 Richards, Whitman; Seung, H. Sebastian; Pickard, Galen 1 2006 Pattern analysis and synthesis in attractor neural networks. Zbl 0948.68159 Seung, H. Sebastian 1 1998 Operant matching as a Nash equilibrium of an intertemporal game. Zbl 1182.91150 Loewenstein, Yonatan; Prelec, Drazen; Seung, H. Sebastian 1 2009 Convolutional networks can learn to generate affinity graphs for image segmentation. Zbl 1183.92055 Turaga, Srinivas C.; Murray, Joseph F.; Jain, Viren; Roth, Fabian; Helmstaedter, Moritz; Briggman, Kevin; Denk, Winfried; Seung, H. Sebastian 4 2010 Operant matching as a Nash equilibrium of an intertemporal game. Zbl 1182.91150 Loewenstein, Yonatan; Prelec, Drazen; Seung, H. Sebastian 1 2009 Neural voting machines. Zbl 1103.68818 Richards, Whitman; Seung, H. Sebastian; Pickard, Galen 1 2006 Learning curves for stochastic gradient descent in linear feedforward networks. Zbl 1087.68625 Werfel, Justin; Xie, Xiaohui; Seung, H. Sebastian 8 2005 Permitted and forbidden sets in symmetric threshold-linear networks. Zbl 1046.92003 Hahnloser, Richard H. R.; Seung, H. Sebastian; Slotine, Jean-Jacques 25 2003 Equivalence of backpropagation and contrastive Hebbian learning in a layered network. Zbl 1047.68116 Xie, Xiaohui; Seung, H. Sebastian 6 2003 Selectively grouping neurons in recurrent networks of lateral inhibition. Zbl 1024.92003 Xie, Xiaohui; Hahnloser, Richard H. R.; Seung, H. Sebastian 15 2002 The autapse: A simple illustration of short-term analog memory storage by tuned synaptic feedback. Zbl 1044.92018 Seung, H. Sebastian; Lee, Daniel D.; Reis, Ben Y.; Tank, David W. 21 2000 Learning the parts of objects by non-negative matrix factorization. Zbl 1369.68285 Lee, Daniel D.; Seung, H. Sebastian 511 1999 Pattern analysis and synthesis in attractor neural networks. Zbl 0948.68159 Seung, H. Sebastian 1 1998 Selective sampling using the query by committee algorithm. Zbl 0881.68093 Freund, Yoav; Seung, H. Sebastian; Shamir, Eli; Tishby, Naftali 38 1997 Rigorous learning curve bounds from statistical mechanics. Zbl 0870.68131 Haussler, David; Kearns, Michael; Seung, H. Sebastian; Tishby, Naftali 5 1996 all cited Publications top 5 cited Publications all top 5 Cited by 1,538 Authors 18 Gillis, Nicolas 7 Curto, Carina Pamela 6 Chen, Wensheng 6 Park, Haesun 5 Li, Xiangli 5 Liu, Hongwei 5 Morrison, Katherine 5 Ng, Michael Kwok-Po 5 Pan, Binbin 5 Shitov, Yaroslav Nikolaevich 4 Alquier, Pierre 4 Cichocki, Andrzej 4 Cuturi, Marco 4 Del Buono, Nicoletta 4 Devarajan, Karthik 4 Févotte, Cédric 4 Glineur, François 4 Jiao, Licheng 4 Ma, Jun 4 Peyré, Gabriel 4 Reartes, Walter 4 Yadohisa, Hiroshi 4 Zhu, William 3 Abe, Hiroyasu 3 Alexandrov, Boian S. 3 Balcan, Maria-Florina 3 Belachew, Melisew Tefera 3 Bělohlávek, Radim 3 Ding, Chris H. Q. 3 Douglas, Rodney J. 3 Hahnloser, Richard H. R. 3 Han, Deren 3 Hino, Hideitsu 3 Ho, Ngoc-Diep 3 Huang, Yakui 3 Kompella, Varun Raj 3 Körner, Edgar 3 Kubjas, Kaie 3 Kwong, Sam 3 Lai, Jianhuang 3 Li, Jicheng 3 Li, Wenbo 3 Li, Zhenni 3 Liu, Xuenian 3 Luciw, Matthew 3 Ma, Xiaoke 3 Mirzal, Andri 3 Okada, Masato 3 Plemmons, Robert James 3 Saul, Lawrence K. 3 Schmidhuber, Jürgen 3 Shcherbakova, Elena M. 3 Slotine, Jean-Jacques E. 3 Song, Guangjing 3 Takahashi, Norikazu 3 Van Dooren, Paul M. 3 Vesselinov, Velimir V. 3 Wang, Fei 3 Wang, Jun 3 Wang, Shiping 3 Wersing, Heiko 3 Xu, Dong 3 Xu, Yangyang 3 Ye, Mao 3 Yu, Hong 3 Zdunek, Rafal 3 Zhang, Zhongyuan 3 Zhou, Hua 2 Alzahrani, Faris Saeed 2 Amsallem, David 2 Anbumalar, S. 2 Behr, Merle 2 Bel, Andrea L. 2 Berry, Michael W. 2 Bomze, Immanuel M. 2 Bonettini, Silvia 2 Browne, Murray 2 Brusco, Michael J. 2 Chang, Zhenhai 2 Chen, Bo 2 Chen, Chenglizhao 2 Chen, De 2 Chen, Yunmei 2 Cheng, Qiang 2 Cheriet, Mohamed 2 Cheung, Vincent C. K. 2 Chialva, Ulises 2 Ching, Wai-Ki 2 Cho, Tatsuya 2 Cobiaga, Romina 2 Cohen, Jeremy Emile 2 Dai, Xiangguang 2 Degeratu, Anda 2 Ding, Shuxue 2 Đinh Nho Hào 2 Dobigeon, Nicolas 2 Dong, Xiaoliang 2 Ebrahimi, Nader D. 2 Eguchi, Shinto 2 Eswar, Srinivas ...and 1,438 more Authors all top 5 Cited in 181 Serials 65 Neural Computation 31 Pattern Recognition 29 Information Sciences 20 Neural Networks 18 Machine Learning 17 Data Mining and Knowledge Discovery 15 Physica A 14 Mathematical Problems in Engineering 13 Linear Algebra and its Applications 11 Applied Mathematics and Computation 11 Journal of Machine Learning Research (JMLR) 10 Computational Optimization and Applications 9 SIAM Journal on Matrix Analysis and Applications 9 Journal of Global Optimization 8 Journal of Computational and Applied Mathematics 8 SIAM Journal on Imaging Sciences 7 Artificial Intelligence 7 Journal of Scientific Computing 7 International Journal of Wavelets, Multiresolution and Information Processing 6 The Annals of Statistics 6 Computational Statistics and Data Analysis 6 Advances in Data Analysis and Classification. ADAC 5 Biological Cybernetics 5 SIAM Journal on Scientific Computing 5 Optimization Methods & Software 5 The Annals of Applied Statistics 4 Computers & Mathematics with Applications 4 Biometrics 4 Journal of the American Statistical Association 4 Theoretical Computer Science 4 Algorithmica 4 Signal Processing 4 Numerical Algorithms 4 SIAM Review 4 Electronic Journal of Statistics 4 SIAM Journal on Mathematics of Data Science 3 Fuzzy Sets and Systems 3 Journal of Computer and System Sciences 3 Multidimensional Systems and Signal Processing 3 Applied Mathematical Modelling 3 International Journal of Computer Mathematics 3 Mathematical Programming. Series A. Series B 3 SIAM Journal on Optimization 3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 3 International Journal of Computer Vision 3 Journal of Computational Neuroscience 3 Complexity 3 Mathematical Biosciences and Engineering 3 Journal of Theoretical Biology 2 Journal of Computational Physics 2 Linear and Multilinear Algebra 2 Annals of the Institute of Statistical Mathematics 2 Automatica 2 International Journal for Numerical Methods in Engineering 2 Journal of Multivariate Analysis 2 Journal of Optimization Theory and Applications 2 SIAM Journal on Computing 2 Systems & Control Letters 2 Journal of Classification 2 Applied Numerical Mathematics 2 Statistical Science 2 Applied Mathematics Letters 2 Computational Statistics 2 European Journal of Operational Research 2 Computational and Applied Mathematics 2 Abstract and Applied Analysis 2 Soft Computing 2 PAA. Pattern Analysis and Applications 2 Journal of Applied Mathematics 2 SIAM Journal on Applied Dynamical Systems 2 Computational Linguistics 2 Journal of Statistical Mechanics: Theory and Experiment 2 Frontiers of Mathematics in China 2 Optimization Letters 2 Statistical Analysis and Data Mining 2 EURASIP Journal on Advances in Signal Processing 2 Science China. Information Sciences 2 Symmetry 2 Journal of the Operations Research Society of China 2 Computer Science Review 2 Environmetrics 1 International Journal of Modern Physics B 1 The American Statistician 1 The Canadian Journal of Statistics 1 Computer Methods in Applied Mechanics and Engineering 1 Discrete Applied Mathematics 1 International Journal of Systems Science 1 Inverse Problems 1 Information Processing Letters 1 Journal of the Franklin Institute 1 Journal of Mathematical Biology 1 Bulletin of Mathematical Biology 1 Chaos, Solitons and Fractals 1 Biometrical Journal 1 BIT 1 British Journal of Mathematical & Statistical Psychology 1 International Statistical Review 1 Programming and Computer Software 1 SIAM Journal on Control and Optimization 1 Advances in Applied Mathematics ...and 81 more Serials all top 5 Cited in 35 Fields 274 Computer science (68-XX) 184 Statistics (62-XX) 182 Linear and multilinear algebra; matrix theory (15-XX) 161 Numerical analysis (65-XX) 85 Biology and other natural sciences (92-XX) 81 Operations research, mathematical programming (90-XX) 62 Information and communication theory, circuits (94-XX) 25 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 18 Dynamical systems and ergodic theory (37-XX) 18 Probability theory and stochastic processes (60-XX) 17 Systems theory; control (93-XX) 16 Calculus of variations and optimal control; optimization (49-XX) 15 Combinatorics (05-XX) 10 Ordinary differential equations (34-XX) 8 Statistical mechanics, structure of matter (82-XX) 5 Mechanics of deformable solids (74-XX) 3 Algebraic geometry (14-XX) 3 Partial differential equations (35-XX) 3 Functional analysis (46-XX) 3 Convex and discrete geometry (52-XX) 3 Optics, electromagnetic theory (78-XX) 2 Mathematical logic and foundations (03-XX) 2 Commutative algebra (13-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Geophysics (86-XX) 1 General and overarching topics; collections (00-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Special functions (33-XX) 1 Difference and functional equations (39-XX) 1 Sequences, series, summability (40-XX) 1 Operator theory (47-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Mechanics of particles and systems (70-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year