Haim Sompolinsky

Research interests

Publications

• Optimal Degrees of Synaptic Connectivity

  Neuron · 2017 · https://doi.org/10.1016/j.neuron.2017.01.030

• From Whole-Brain Data to Functional Circuit Models: The Zebrafish Optomotor Response

  Cell · 2016 · https://doi.org/10.1016/j.cell.2016.10.019

• Memory traces in dynamical systems

  Proceedings of the National Academy of Sciences · 2008 · https://doi.org/10.1073/pnas.0804451105

• The tempotron: a neuron that learns spike timing–based decisions

  Nature Neuroscience · 2006 · https://doi.org/10.1038/nn1643

• Bistability of cerebellar Purkinje cells modulated by sensory stimulation

  Nature Neuroscience · 2005 · https://doi.org/10.1038/nn1393

• Learning Input Correlations through Nonlinear Temporally Asymmetric Hebbian Plasticity

  Journal of Neuroscience · 2003 · https://doi.org/10.1523/jneurosci.23-09-03697.2003

• Population coding in neuronal systems with correlated noise

  Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · https://doi.org/10.1103/physreve.64.051904

• Chaotic Balanced State in a Model of Cortical Circuits

  Neural Computation · 1998 · https://doi.org/10.1162/089976698300017214

• Chaos in Neuronal Networks with Balanced Excitatory and Inhibitory Activity

  Science · 1996 · https://doi.org/10.1126/science.274.5293.1724

• Theory of orientation tuning in visual cortex.

  Proceedings of the National Academy of Sciences · 1995 · https://doi.org/10.1073/pnas.92.9.3844

• Simple models for reading neuronal population codes.

  Proceedings of the National Academy of Sciences · 1993 · https://doi.org/10.1073/pnas.90.22.10749

• Statistical mechanics of learning from examples

  Physical Review A · 1992 · https://doi.org/10.1103/physreva.45.6056

• Query by committee

  Journal · 1992 · https://doi.org/10.1145/130385.130417

• Synchronization and computation in a chaotic neural network

  Physical Review Letters · 1992 · https://doi.org/10.1103/physrevlett.68.718

• Chaos in Random Neural Networks

  Physical Review Letters · 1988 · https://doi.org/10.1103/physrevlett.61.259

• Spectrum of Large Random Asymmetric Matrices

  Physical Review Letters · 1988 · https://doi.org/10.1103/physrevlett.60.1895

• Statistical mechanics of neural networks near saturation

  Annals of Physics · 1987 · https://doi.org/10.1016/0003-4916(87)90092-3

• Associative recall of memory without errors

  Physical Review A · 1987 · https://doi.org/10.1103/physreva.35.380

• Information storage in neural networks with low levels of activity

  Physical Review A · 1987 · https://doi.org/10.1103/physreva.35.2293

• Temporal Association in Asymmetric Neural Networks

  Physical Review Letters · 1986 · https://doi.org/10.1103/physrevlett.57.2861

• Spin-glass models of neural networks

  Physical Review A · 1985 · https://doi.org/10.1103/physreva.32.1007

• Storing Infinite Numbers of Patterns in a Spin-Glass Model of Neural Networks

  Physical Review Letters · 1985 · https://doi.org/10.1103/physrevlett.55.1530

• Mean-field theory of the Potts glass

  Physical Review Letters · 1985 · https://doi.org/10.1103/physrevlett.55.304

• Relaxational dynamics of the Edwards-Anderson model and the mean-field theory of spin-glasses

  Physical review. B, Condensed matter · 1982 · https://doi.org/10.1103/physrevb.25.6860

• Time-Dependent Order Parameters in Spin-Glasses

  Physical Review Letters · 1981 · https://doi.org/10.1103/physrevlett.47.935

Current projects

No projects listed.