Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation

Heterosynaptic Plasticity Prevents Runaway Synaptic Dynamics

(2013) J.-Y. Chen et al.   JOURNAL OF NEUROSCIENCE

Inhibitory Interneurons Decorrelate Excitatory Cells to Drive Sparse Code Formation in a Spiking Model of V1

(2013) P. D. King et al.   JOURNAL OF NEUROSCIENCE

Matching Recall and Storage in Sequence Learning with Spiking Neural Networks

(2013) J. Brea et al.   JOURNAL OF NEUROSCIENCE

Temporal whitening by power-law adaptation in neocortical neurons

(2013) Christian Pozzorini et al.   NATURE NEUROSCIENCE

Sparse Coding Can Predict Primary Visual Cortex Receptive Field Changes Induced by Abnormal Visual Input

(2013) Jonathan J. Hunt et al.   PLoS Computational Biology

Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector

(2013) Friedemann Zenke et al.   PLoS Computational Biology

How Does the Brain Solve Visual Object Recognition?

(2012) James J. DiCarlo et al.   NEURON

Calcium-based plasticity model explains sensitivity of synaptic changes to spike pattern, rate, and dendritic location

(2012) M. Graupner et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Experimental evidence for sparse firing in the neocortex

(2012) Alison L. Barth et al.   TRENDS IN NEUROSCIENCES

Too Many Cooks? Intrinsic and Synaptic Homeostatic Mechanisms in Cortical Circuit Refinement

(2011) Gina Turrigiano   Annual Review of Neuroscience

Metamers of the ventral stream

(2011) Jeremy Freeman et al.   NATURE NEUROSCIENCE

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations

(2011) J. Gjorgjieva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks

(2011) T. P. Vogels et al.   SCIENCE

A Sparse Coding Model with Synaptically Local Plasticity and Spiking Neurons Can Account for the Diverse Shapes of V1 Simple Cell Receptive Fields

(2011) Joel Zylberberg et al.   PLoS Computational Biology

Functional Requirements for Reward-Modulated Spike-Timing-Dependent Plasticity

(2010) N. Fremaux et al.   JOURNAL OF NEUROSCIENCE

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Universality in the Evolution of Orientation Columns in the Visual Cortex

(2010) M. Kaschube et al.   SCIENCE

Independent Component Analysis in Spiking Neurons

(2010) Cristina Savin et al.   PLoS Computational Biology

Natural Image Coding in V1: How Much Use Is Orientation Selectivity?

(2009) Jan Eichhorn et al.   PLoS Computational Biology

An online Hebbian learning rule that performs independent component analysis

(2008) Claudia Clopath et al.   BMC NEUROSCIENCE

Sparse Coding via Thresholding and Local Competition in Neural Circuits

(2008) Christopher J. Rozell et al.   NEURAL COMPUTATION

Dendritic Excitability and Synaptic Plasticity

(2008) P. Jesper Sjöström et al.   PHYSIOLOGICAL REVIEWS

A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback

(2008) Robert Legenstein et al.   PLoS Computational Biology