Publications

Found 22 results
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Sompolinsky H, Shapley R.  1997.  New perspectives on the mechanisms for orientation selectivity. Current Opinion in Neurobiology. 7:514–522.PDF icon New perspectives on the mechanisms for orientation selectivity.pdf (1.16 MB)
Sompolinsky H.  1993.  Theoretical Issues in Learning from Examples. In Proceedings of the Third NEC Symposium on Computational Learning and Cognition..
Sompolinsky H, , .  1991.  Phase Coherence and Computation in a Neural Network of Coupled Oscillators. Non-Linear Dynamics and Neural Networks, Schuster H.G and Singer W, Eds. (VCH, Weinheim, 1991), pp. 113-140..
Sompolinsky H, Golomb D, Golomb D.  1991.  Cooperative dynamics in visual processing. Physical Review. A. 43:6990–7011.PDF icon PhysRevA.43.6990.pdf (1.01 MB)
Sompolinsky H, Tishby N, S SH.  1990.  Learning from examples in large neural networks. Physical Review Letters. 65:1683–1686.PDF icon PhysRevLett.65.1683.pdf (346.2 KB)
Sompolinsky H, Tishby N.  1990.  Learning in a Two-Layer Neural Network of Edge Detectors.. Europhysics Letters 13, 567.. PDF icon 0295-5075_13_6_016.pdf (453 KB)
Sompolinsky H.  1988.  Statistical Mechanics of Neural Networks.. Physics Today 40, 70.. PDF icon Sompolinsky_PhysicsToday.pdf (3.78 MB)
Sompolinsky H, Crisanti Z, Sommers HJ.  1988.  Chaos in random neural networks. Physical Review Letters. 61:259–262.PDF icon PhysRevLett.61.259.pdf (205.48 KB)
Sompolinsky H.  1987.  The Theory of Neural Networks: The Hebb Rule and Beyond. Proceedings of Heidelberg Colloquium on Glassy Dynamics, 1986 (Springer-Verlag, 1987)..
Sompolinsky H.  1986.  Neural networks with nonlinear synapses and a static noise. Physical Review. A. 34:2571–2574.PDF icon PhysRevA.34.2571.pdf (389.43 KB)
Sompolinsky H, Kanter I.  1986.  Temporal association in asymmetric neural networks. Physical Review Letters. 57:2861–2864.
Sompolinsky H.  1985.  Spin Glass Transition in a Magnetic Field. Phil. Mag. B 51, 543..
Sompolinsky H, Kotliar G, Zippelius A.  1984.  Exchange Stiffness and Macroscopic Anisotropy in Heisenberg Spin Glasses. Physical Review Letters 52, 392.. PDF icon PhysRevLett.52.392.pdf (294.89 KB)
Sompolinsky H, Zippelius A.  1983.  Fluctuations in Short-Range Spin Glasses.. Physical Review Letters 50, 1297..
Sompolinsky H, Zippelius A.  1982.  Relaxational Dynamics of n-Vector Spin Glasses. Journal of Physics C 15, L 1059..
Sompolinsky H, Zippelius A.  1982.  Relaxational Dynamics of the Edwards-Anderson Model and the Mean Field Theory of Spin Glasses. Physical Review B 25, 6860..
Sompolinsky H, Zippelius A.  1981.  Dynamic Theory of the Spin Glass Phase. Physical Review Letters 47, 359..
Sompolinsky H.  1981.  Staggered Magnetization Approach to Spin Glasses. Physical Review B 23, 1371.. PDF icon PhysRevB.23.1371.pdf (202.56 KB)
Sompolinsky H.  1981.  Time-Dependent Order Parameters in Spin Glasses. Physical Review Letters 47, 935.. PDF icon PhysRevLett.47.935.pdf (250.04 KB)
Sompolinsky H, Aharony A.  1981.  Universal Ratios Among Correction-to-Scaling Amplitudes in the Large-n Limit. Physical Review B 23, 3523.. PDF icon PhysRevB.23.3523.pdf (352.54 KB)
Sompolinsky H, Havlin S.  1977.  Effect of Short-Range Interactions on the Transverse Dynamical Properties of KD2PO4. Physical Review B 16, 3223..
Sompolinsky H.  2014.  Computational neuroscience: beyond the local circuit. Current Opinion in Neurobiology 25:1-6. PDF icon Current Opinion in Neurobiology 2014 Sompolinsky.pdf (261.19 KB)