Publications

Found 146 results
Author Title [ Year(Asc)]
1995
Barkai N, Seung S, Sompolinsky H.  1995.  Local and global convergence of on-line learning. Physical Review Letters. 75:1415–1418.
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..
Barkai N, Sompolinsky H.  1994.  Statistical mechanics of the maximum-likelihood density estimation. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 50:1766–1769.
Ginzburg II, Sompolinsky H.  1994.  Theory of correlations in stochastic neural networks. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 50:3171–3191.
1993
Misha T, Mitkov I, Sompolinsky H.  1993.  Pattern of synchrony in inhomogeneous networks of oscillators with pulse interactions. Physical Review Letters. 71:1280–1283.
Misha T, Mitkov I, Sompolinsky H.  1993.  Pattern of Synchrony in Integrate-and-Fire-Networks. In Proceedings of International Conference on Artificial Neural Networks, p. 622-627..
Barkai N, Seung HS, Sompolinsky H.  1993.  Scaling laws in learning of classification tasks. Physical Review Letters. 70:3167–3170.PDF icon PhysRevLett.70.3167.pdf (214.66 KB)
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.
Hansel D, Sompolinsky H.  1993.  Solvable model of spatiotemporal chaos. Physical Review Letters. 71:2710–2713.PDF icon PhysRevLett.71.2710.pdf (259.22 KB)
Grannan E.R., Sompolinsky H, Kleinfeld D.  1993.  Stimulus Dependent Synchronization of Neuronal Assemblies.. Neural Computation 5, 550..
Sompolinsky H.  1993.  Theoretical Issues in Learning from Examples. In Proceedings of the Third NEC Symposium on Computational Learning and Cognition..
1992
Barkai E, Hansel D, Sompolinsky H.  1992.  Broken symmetries in multilayered perceptrons. Physical Review. A. 45:4146–4161.PDF icon PhysRevA.45.4146.pdf (1.01 MB)

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