Publications

Found 23 results
Author Title [ Year(Asc)]
Filters: Author is H Sompolinsky  [Clear All Filters]
2001
Shamir M, Sompolinsky H.  2001.  Correlation codes in neuronal networks.. in Advances in Neural Information Processing Systems 14. Dietterich T., Becker S., and Ghahramani Z., Editors. MIT Press, Cambridge MA.. PDF icon shamir-som.pdf (95.31 KB)
Rubin J, Lee DD, Sompolinsky H.  2001.  Equilibrium properties of temporally asymmetric Hebbian plasticity. Physical Review Letters. 86:364–367.PDF icon asymhrbb_prl.pdf (62.16 KB)
Loewenstein Y, Yarom Y, Sompolinsky H.  2001.  The generation of oscillations in networks of electrically coupled cells. Proceedings of the National Academy of Sciences of the United States of America. 98:8095–8100.PDF icon loewenstien-somp-01.pdf (139.78 KB)
Shriki O., Sompolinsky H, Lee D..  2001.  An Information Maximization approach to overcomplete and recurrent representations.. in Advances in Neural Information Processing Systems 13. Leen T.K., Dietterich T.G., and Tresp V., Editors. MIT Press, Cambridge MA.. PDF icon shriki-lee-01.pdf (176.67 KB)
Kang K, Sompolinsky H.  2001.  Mutual information of population codes and distance measures in probability space. Physical Review Letters. 86:4958–4961.PDF icon kang-somp-01.pdf (86.83 KB)
Sompolinsky H, Yoon H, Kang K, Shamir M.  2001.  Population coding in neuronal systems with correlated noise. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 64:051904.PDF icon popcor_pre.pdf (318.68 KB)
2000
Lee D., Rokni U., Sompolinsky H.  2000.  Algorithms for independent components analysis and higher order statistics.. in Advances in Neural Information Processing Systems 12. Kearns M.J., Solla S.A., and Cohn D.A., Editors. MIT Press, Cambridge MA.. PDF icon lee-somp-99.pdf (74.72 KB)
1995
Sompolinsky H, Barkai N., Seung HS.  1995.  On-line Learning of Dichotomies: Algorithms and Learning Curves.. in Advances in Neural Information Processing Systems. Cowan J.D., Tesauro G. and Alspector J., editors, 7..
Ben-Yishai} R{, Bar-Or} RL {, Sompolinsky H.  1995.  Theory of orientation tuning in visual cortex. Proceedings of the National Academy of Sciences of the United States of America. 92:3844–3848.
1994
Ginzburg I., Sompolinsky H.  1994.  Correlation Functions in a Large Stochastic Neural Network.. in Advances in Neural Information Processing Systems. Cowan J.D., Tesauro G. and Alspector J., editors, 6, 471-476..
Sompolinsky H, Tsodyks M..  1994.  Segmentation by a Network of Oscillators with Stored Memories.. Neural Computation 6, 642-657..
1993
Seung HS, Sompolinsky H.  1993.  Simple models for reading neuronal population codes. Proceedings of the National Academy of Sciences of the United States of America. 90:10749–10753.
Grannan E.R., Sompolinsky H, Kleinfeld D.  1993.  Stimulus Dependent Synchronization of Neuronal Assemblies.. Neural Computation 5, 550..
1992
Tsodyks M., Sompolinsky H.  1992.  Processing of Sensory Information by a Network of Oscillators with Memory.. International Journal of Neural Systems 3, 51..
Seung HS, Opper M.A., Sompolinsky H.  1992.  Query by Committee.. in Proceedings of the Fifth Annual Workshop on Computational Learning Theory, Warmuth M.K. and Valiant L.G., editors. (Kaufmann, San Mateo, CA), p. 287..
1990
Sompolinsky H, Golomb D, Kleinfeld D.  1990.  Global processing of visual stimuli in a neural network of coupled oscillators. Proceedings of the National Academy of Sciences of the United States of America. 87:7200–7204.