Where’s the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network

Cortical State Determines Global Variability and Correlations in Visual Cortex

(2015) M. L. Scholvinck et al.   JOURNAL OF NEUROSCIENCE

Functional organization of excitatory synaptic strength in primary visual cortex

(2015) Lee Cossell et al.   NATURE

Learned spatiotemporal sequence recognition and prediction in primary visual cortex

(2014) Jeffrey P Gavornik et al.   NATURE NEUROSCIENCE

Partitioning neuronal variability

(2014) Robbe L T Goris et al.   NATURE NEUROSCIENCE

The log-dynamic brain: how skewed distributions affect network operations

(2014) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Nonlinear Dynamics Analysis of a Self-Organizing Recurrent Neural Network: Chaos Waning

(2014) Jürgen Eser et al.   PLoS One

Formation and maintenance of neuronal assemblies through synaptic plasticity

(2014) Ashok Litwin-Kumar et al.   Nature Communications

Spatiotemporal Computations of an Excitable and Plastic Brain: Neuronal Plasticity Leads to Noise-Robust and Noise-Constructive Computations

(2014) Hazem Toutounji et al.   PLoS Computational Biology

STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning

(2014) David Kappel et al.   PLoS Computational Biology

The interplay between Hebbian and homeostatic synaptic plasticity

(2013) Nathalia Vitureira et al.   JOURNAL OF CELL BIOLOGY

Matching Recall and Storage in Sequence Learning with Spiking Neural Networks

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

Probabilistic brains: knowns and unknowns

(2013) Alexandre Pouget et al.   NATURE NEUROSCIENCE

Spontaneous cortical activity alternates between motifs defined by regional axonal projections

(2013) Majid H Mohajerani et al.   NATURE NEUROSCIENCE

Stimulus-dependent variability and noise correlations in cortical MT neurons

(2013) A. Ponce-Alvarez et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Neural variability, or lack thereof

(2013) Timothée Masquelier   Frontiers in Computational Neuroscience

Chaotic Boltzmann machines

(2013) Hideyuki Suzuki et al.   Scientific Reports

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity

(2013) Bernhard Nessler et al.   PLoS Computational Biology

Network Self-Organization Explains the Statistics and Dynamics of Synaptic Connection Strengths in Cortex

(2013) Pengsheng Zheng et al.   PLoS Computational Biology

Cellular Adaptation Facilitates Sparse and Reliable Coding in Sensory Pathways

(2013) Farzad Farkhooi et al.   PLoS Computational Biology

Slow dynamics and high variability in balanced cortical networks with clustered connections

(2012) Ashok Litwin-Kumar et al.   NATURE NEUROSCIENCE

Bayesian just-so stories in psychology and neuroscience.

(2012) Jeffrey S. Bowers et al.   PSYCHOLOGICAL BULLETIN

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

(2011) Gina Turrigiano   Annual Review of Neuroscience

Hippocampal replay in the awake state: a potential substrate for memory consolidation and retrieval

(2011) Margaret F Carr et al.   NATURE NEUROSCIENCE

Cortical state and attention

(2011) Kenneth D. Harris et al.   NATURE REVIEWS NEUROSCIENCE

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

(2011) P. Berkes et al.   SCIENCE

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

(2011) Lars Buesing et al.   PLoS Computational Biology

Coordination of size and number of excitatory and inhibitory synapses results in a balanced structural plasticity along mature hippocampal CA1 dendrites during LTP

(2010) Jennifer N. Bourne et al.   HIPPOCAMPUS

Stimulus onset quenches neural variability: a widespread cortical phenomenon

(2010) Mark M Churchland et al.   NATURE NEUROSCIENCE

Statistically optimal perception and learning: from behavior to neural representations

(2010) József Fiser et al.   TRENDS IN COGNITIVE SCIENCES

Independent Component Analysis in Spiking Neurons

(2010) Cristina Savin et al.   PLoS Computational Biology

Spontaneous and driven cortical activity: implications for computation

(2009) Dario L Ringach   CURRENT OPINION IN NEUROBIOLOGY

The Excitatory Neuronal Network of the C2 Barrel Column in Mouse Primary Somatosensory Cortex

(2009) Sandrine Lefort et al.   NEURON

Spontaneous Events Outline the Realm of Possible Sensory Responses in Neocortical Populations

(2009) Artur Luczak et al.   NEURON

Learning sculpts the spontaneous activity of the resting human brain

(2009) C. M. Lewis et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Principles of Long-Term Dynamics of Dendritic Spines

(2008) N. Yasumatsu et al.   JOURNAL OF NEUROSCIENCE

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE

Measuring brain connectivity: Diffusion tensor imaging validates resting state temporal correlations

(2008) Pawel Skudlarski et al.   NEUROIMAGE

Reverberation of Recent Visual Experience in Spontaneous Cortical Waves

(2008) Feng Han et al.   NEURON

Spontaneous local variations in ongoing neural activity bias perceptual decisions

(2008) G. Hesselmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA