Hebbian Wiring Plasticity Generates Efficient Network Structures for Robust Inference with Synaptic Weight Plasticity

Engram cells retain memory under retrograde amnesia

(2015) T. J. Ryan et al.   SCIENCE

Energy Efficient Sparse Connectivity from Imbalanced Synaptic Plasticity Rules

(2015) João Sacramento et al.   PLoS Computational Biology

The Formation of Multi-synaptic Connections by the Interaction of Synaptic and Structural Plasticity and Their Functional Consequences

(2015) Michael Fauth et al.   PLoS Computational Biology

Decreasing-Rate Pruning Optimizes the Construction of Efficient and Robust Distributed Networks

(2015) Saket Navlakha et al.   PLoS Computational Biology

Nanoconnectomic upper bound on the variability of synaptic plasticity

(2015) Thomas M Bartol et al.   eLife

Two distinct layer-specific dynamics of cortical ensembles during learning of a motor task

(2014) Yoshito Masamizu et al.   NATURE NEUROSCIENCE

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

(2014) György Buzsáki et al.   NATURE REVIEWS NEUROSCIENCE

Sparseness and Expansion in Sensory Representations

(2014) Baktash Babadi et al.   NEURON

Sleep promotes branch-specific formation of dendritic spines after learning

(2014) G. Yang et al.   SCIENCE

Rapid Hebbian axonal remodeling mediated by visual stimulation

(2014) M. Munz et al.   SCIENCE

The emergence of functional microcircuits in visual cortex

(2013) Ho Ko et al.   NATURE

Emergence of Optimal Decoding of Population Codes Through STDP

(2013) Stefan Habenschuss et al.   NEURAL COMPUTATION

Long-term depression triggers the selective elimination of weakly integrated synapses

(2013) J. S. Wiegert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

BTBD3 Controls Dendrite Orientation Toward Active Axons in Mammalian Neocortex

(2013) A. Matsui et al.   SCIENCE

Associative memory model with long-tail-distributed Hebbian synaptic connections

(2013) Naoki Hiratani et al.   Frontiers in Computational Neuroscience

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

Information and Efficiency in the Nervous System—A Synthesis

(2013) Biswa Sengupta et al.   PLoS Computational Biology

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

(2012) Surya Ganguli et al.   Annual Review of Neuroscience

Interpyramid Spike Transmission Stabilizes the Sparseness of Recurrent Network Activity

(2012) Y. Ikegaya et al.   CEREBRAL CORTEX

The Cell-Type Specific Cortical Microcircuit: Relating Structure and Activity in a Full-Scale Spiking Network Model

(2012) Tobias C. Potjans et al.   CEREBRAL CORTEX

Structural plasticity upon learning: regulation and functions

(2012) Pico Caroni et al.   NATURE REVIEWS NEUROSCIENCE

Spike-Timing Dependence of Structural Plasticity Explains Cooperative Synapse Formation in the Neocortex

(2012) Moritz Deger et al.   PLoS Computational Biology

Neural processing as causal inference

(2011) Timm Lochmann et al.   CURRENT OPINION IN NEUROBIOLOGY

Role of rodent secondary motor cortex in value-based action selection

(2011) Jung Hoon Sul et al.   NATURE NEUROSCIENCE

A synaptic organizing principle for cortical neuronal groups

(2011) R. Perin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Learning rules and persistence of dendritic spines

(2010) Haruo Kasai et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Synaptic Mechanisms for Plasticity in Neocortex

(2009) Daniel E. Feldman   Annual Review of Neuroscience

Rapid formation and selective stabilization of synapses for enduring motor memories

(2009) Tonghui Xu et al.   NATURE

Stably maintained dendritic spines are associated with lifelong memories

(2009) Guang Yang et al.   NATURE

Experience-dependent structural synaptic plasticity in the mammalian brain

(2009) Anthony Holtmaat et al.   NATURE REVIEWS NEUROSCIENCE

Memory Capacities for Synaptic and Structural Plasticity

(2009) Andreas Knoblauch et al.   NEURAL COMPUTATION

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

(2009) Sandrine Lefort et al.   NEURON

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

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

Probabilistic Population Codes for Bayesian Decision Making

(2008) Jeffrey M. Beck et al.   NEURON