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List of works by Haim Sompolinsky

A Hebbian learning rule mediates asymmetric plasticity in aligning sensory representations

scientific article

A neural computation for visual acuity in the presence of eye movements

scientific article

Adaptation and information transmission in fly motion detection.

scientific article published on 10 October 2007

Adaptation without parameter change: Dynamic gain control in motion detection

scientific article

Algorithms for Independent Components Analysis and Higher Order Statistics ⬇️

scholarly article by Daniel D. Lee et al published 2000 in Advances in Neural Information Processing Systems 12

An Information Maximization Approach to Overcomplete and Recurrent Representations ⬇️

scientific article published in January 2001

Balanced excitation and inhibition are required for high-capacity, noise-robust neuronal selectivity

scientific article published on 17 October 2017

Bayesian model of dynamic image stabilization in the visual system

scientific article

Benefits of pathway splitting in sensory coding

scientific article

Bistability of cerebellar Purkinje cells modulated by sensory stimulation

scientific article (publication date: 23 January 2005)

Brain-wide Organization of Neuronal Activity and Convergent Sensorimotor Transformations in Larval Zebrafish.

scientific article published on 25 October 2018

Classification and Geometry of General Perceptual Manifolds

scholarly article

Coherent chaos in a recurrent neural network with structured connectivity

scholarly article by Itamar Daniel Landau & Haim Sompolinsky published December 2018 in PLOS Computational Biology

Compressed Sensing, Sparsity, and Dimensionality in Neuronal Information Processing and Data Analysis ⬇️

scientific article published on April 5, 2012

Computational neuroscience: beyond the local circuit

scientific article published on 03 March 2014

Computing complex visual features with retinal spike times

scientific article

Correlation Codes in Neuronal Populations ⬇️

scientific article published in January 2002

Correlation Functions in a Large Stochastic Neural Network ⬇️

scientific article published in January 1994

Cortical representation of bimanual movements.

scientific article published in December 2003

Editorial overview: theoretical and computational neuroscience

scientific article published on 19 March 2014

Effect of Aging on Change of Intention

scientific article published on 31 July 2019

Evidence of Change of Intention in Picking Situations

scientific article published on 23 June 2015

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

scientific article

Functional diversity among sensory neurons from efficient coding principles

scientific article published on 14 November 2019

High-dimensional dynamics of generalization error in neural networks

scientific article published on 05 September 2020

How the Brain Generates Movement ⬇️

scientific article published on October 24, 2011

Implications of neuronal diversity on population coding

scientific article published in August 2006

Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics ⬇️

scientific article published in January 2010

Information tuning of populations of neurons in primary visual cortex

scientific article published on 01 April 2004

Learning Data Manifolds with a Cutting Plane Method

scientific article published on 27 August 2018

Learning Input Correlations through Nonlinear Temporally Asymmetric Hebbian Plasticity ⬇️

scientific article published on May 1, 2003

Learning a Continuous Hidden Variable Model for Binary Data ⬇️

article published in 1999

Learning precisely timed spikes.

scientific article published on 24 April 2014

Linear readout of object manifolds. ⬇️

scientific article published on 30 June 2016

Memory traces in dynamical systems

scientific article

Mexican hats and pinwheels in visual cortex.

scholarly article

Neural Correlates of Learning Pure Tones or Natural Sounds in the Auditory Cortex

scientific article published on 01 January 2019

Neural representational geometry underlies few-shot concept learning

scientific article published in 2022

Nonlinear population codes

scientific article published in June 2004

On the transmission of rate code in long feedforward networks with excitatory-inhibitory balance.

scientific article published in April 2003

Optimal Architectures in a Solvable Model of Deep Networks ⬇️

scientific article published in January 2016

Optimal Degrees of Synaptic Connectivity

scientific article published on 16 February 2017

Optimal Sensory Coding By Populations Of ON And OFF Neurons

Oscillations by symmetry breaking in homogeneous networks with electrical coupling

scientific article

Patterns of ongoing activity and the functional architecture of the primary visual cortex.

scientific article published in May 2004

Purkinje cells in awake behaving animals operate in stable upstate membrane potential

scientific article (publication date: April 2006)

Rate models for conductance-based cortical neuronal networks

scientific article

Reply to Wehrhahn: Experimental requirements for testing the role of peripheral cues in dynamic image stabilization.

scientific article

Selectivity and sparseness in randomly connected balanced networks.

scientific article

Separability and geometry of object manifolds in deep neural networks

scientific article published on 06 February 2020

Short-term memory in neuronal networks through dynamical compressed sensing ⬇️

Short-term memory in orthogonal neural networks

scientific article published on 9 April 2004

Sparseness and expansion in sensory representations

scientific article

Statistical mechanics of compressed sensing

scientific article published on 07 May 2010

Stimulus-dependent correlations in threshold-crossing spiking neurons.

scientific article published in August 2009

Stimulus-dependent suppression of chaos in recurrent neural networks ⬇️

scientific article published on July 7, 2010

Stimulus-dependent suppression of intrinsic variability in recurrent neural networks

scholarly article by Kanaka Rajan et al published 20 July 2010 in BMC Neuroscience

Temporal integration by calcium dynamics in a model neuron

scientific article published in September 2003

The Effect of Correlations on the Fisher Information of Population Codes ⬇️

scientific article published in January 1999

The Impact of Structural Heterogeneity on Excitation-Inhibition Balance in Cortical Networks.

scientific article published on 5 November 2016

The spectrum of covariance matrices of randomly connected recurrent neuronal networks with linear dynamics

scientific article published on 21 July 2022

The tempotron: a neuron that learns spike timing-based decisions

scientific article published on 12 February 2006

Theory of spike timing-based neural classifiers

scientific article published on 19 November 2010

Time-warp-invariant neuronal processing

scientific article

Transition to Chaos in Random Neuronal Networks ⬇️

scholarly article from 'Physical Review X' published in 2015

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