H Sebastian Seung
H Sebastian Seung
Professor, Princeton Neuroscience Institute and Computer Science Dept.
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Learning the parts of objects by non-negative matrix factorization
DD Lee, HS Seung
Nature 401 (6755), 788-791, 1999
Algorithms for non-negative matrix factorization
D Lee, HS Seung
Advances in neural information processing systems 13, 2000
Query by committee
HS Seung, M Opper, H Sompolinsky
Proceedings of the fifth annual workshop on Computational learning theory …, 1992
Selective sampling using the query by committee algorithm
Y Freund, HS Seung, E Shamir, N Tishby
Machine learning 28 (2), 133-168, 1997
Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit
RHR Hahnloser, R Sarpeshkar, MA Mahowald, RJ Douglas, HS Seung
nature 405 (6789), 947-951, 2000
Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification
I Arganda-Carreras, V Kaynig, C Rueden, KW Eliceiri, J Schindelin, ...
Bioinformatics 33 (15), 2424-2426, 2017
The manifold ways of perception
HS Seung, DD Lee
science 290 (5500), 2268-2269, 2000
Connectomic reconstruction of the inner plexiform layer in the mouse retina
M Helmstaedter, KL Briggman, SC Turaga, V Jain, HS Seung, W Denk
Nature 500 (7461), 168-174, 2013
Theory of melted flux liquids
DR Nelson, HS Seung
Physical Review B 39 (13), 9153, 1989
Saturated reconstruction of a volume of neocortex
N Kasthuri, KJ Hayworth, DR Berger, RL Schalek, JA Conchello, ...
Cell 162 (3), 648-661, 2015
Simple models for reading neuronal population codes.
HS Seung, H Sompolinsky
Proceedings of the national academy of sciences 90 (22), 10749-10753, 1993
Statistical mechanics of learning from examples
HS Seung, H Sompolinsky, N Tishby
Physical review A 45 (8), 6056, 1992
Serial two-photon tomography for automated ex vivo mouse brain imaging
T Ragan, LR Kadiri, KU Venkataraju, K Bahlmann, J Sutin, J Taranda, ...
Nature methods 9 (3), 255-258, 2012
How the brain keeps the eyes still
HS Seung
Proceedings of the National Academy of Sciences 93 (23), 13339-13344, 1996
Defects in flexible membranes with crystalline order
HS Seung, DR Nelson
Physical Review A 38 (2), 1005, 1988
Distinct profiles of myelin distribution along single axons of pyramidal neurons in the neocortex
GS Tomassy, DR Berger, HH Chen, N Kasthuri, KJ Hayworth, A Vercelli, ...
Science 344 (6181), 319-324, 2014
Space–time wiring specificity supports direction selectivity in the retina
JS Kim, MJ Greene, A Zlateski, K Lee, M Richardson, SC Turaga, ...
Nature 509 (7500), 331-336, 2014
Convolutional networks can learn to generate affinity graphs for image segmentation
SC Turaga, JF Murray, V Jain, F Roth, M Helmstaedter, K Briggman, ...
Neural computation 22 (2), 511-538, 2010
Learning in spiking neural networks by reinforcement of stochastic synaptic transmission
HS Seung
Neuron 40 (6), 1063-1073, 2003
Stability of the memory of eye position in a recurrent network of conductance-based model neurons
HS Seung, DD Lee, BY Reis, DW Tank
Neuron 26 (1), 259-271, 2000
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