Learning the parts of objects by non-negative matrix factorization DD Lee, HS Seung nature 401 (6755), 788-791, 1999 | 16837 | 1999 |
Algorithms for non-negative matrix factorization D Lee, HS Seung Advances in neural information processing systems 13, 2000 | 12462 | 2000 |
Query by committee HS Seung, M Opper, H Sompolinsky Proceedings of the fifth annual workshop on Computational learning theory …, 1992 | 2342 | 1992 |
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 | 2174 | 2017 |
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 | 1767 | 2000 |
Selective sampling using the query by committee algorithm Y Freund, HS Seung, E Shamir, N Tishby Machine learning 28, 133-168, 1997 | 1593 | 1997 |
Natural image denoising with convolutional networks V Jain, S Seung Advances in neural information processing systems 21, 2008 | 1268 | 2008 |
The manifold ways of perception HS Seung, DD Lee science 290 (5500), 2268-2269, 2000 | 1198 | 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 | 1160 | 2013 |
Saturated reconstruction of a volume of neocortex N Kasthuri, KJ Hayworth, DR Berger, RL Schalek, JA Conchello, ... Cell 162 (3), 648-661, 2015 | 1076 | 2015 |
Theory of melted flux liquids DR Nelson, HS Seung Physical Review B 39 (13), 9153, 1989 | 879 | 1989 |
Simple models for reading neuronal population codes. HS Seung, H Sompolinsky Proceedings of the national academy of sciences 90 (22), 10749-10753, 1993 | 737 | 1993 |
Statistical mechanics of learning from examples HS Seung, H Sompolinsky, N Tishby Physical review A 45 (8), 6056, 1992 | 718 | 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 | 693 | 2012 |
Connectome: How the brain's wiring makes us who we are S Seung Houghton Mifflin Harcourt, 2012 | 676 | 2012 |
Defects in flexible membranes with crystalline order HS Seung, DR Nelson Physical Review A 38 (2), 1005, 1988 | 646 | 1988 |
How the brain keeps the eyes still HS Seung Proceedings of the National Academy of Sciences 93 (23), 13339-13344, 1996 | 628 | 1996 |
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 | 587 | 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 | 537 | 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 | 507 | 2010 |