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Seung, H. Sebastian

Author ID: seung.h-sebastian Recent zbMATH articles by "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

Publications by Year

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
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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
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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
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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