Network Plasticity as Bayesian Inference

Predicting the Dynamics of Network Connectivity in the Neocortex

(2015) Y. Loewenstein et al.   JOURNAL OF NEUROSCIENCE

Impermanence of dendritic spines in live adult CA1 hippocampus

(2015) Alessio Attardo et al.   NATURE

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

Structural Plasticity within the Barrel Cortex during Initial Phases of Whisker-Dependent Learning

(2014) S. J. Kuhlman et al.   JOURNAL OF NEUROSCIENCE

Structural Synaptic Plasticity Has High Memory Capacity and Can Explain Graded Amnesia, Catastrophic Forgetting, and the Spacing Effect

(2014) Andreas Knoblauch et al.   PLoS One

Homeostatic structural plasticity can account for topology changes following deafferentation and focal stroke

(2014) Markus Butz et al.   Frontiers in Neuroanatomy

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

(2014) David Kappel et al.   PLoS Computational Biology

Compensation for Variable Intrinsic Neuronal Excitability by Circuit-Synaptic Interactions

(2013) R. Grashow et al.   JOURNAL OF NEUROSCIENCE

Emergence of Dynamic Memory Traces in Cortical Microcircuit Models through STDP

(2013) S. Klampfl et al.   JOURNAL OF NEUROSCIENCE

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

Long-term dynamics of CA1 hippocampal place codes

(2013) Yaniv Ziv et al.   NATURE NEUROSCIENCE

Emergence of Optimal Decoding of Population Codes Through STDP

(2013) Stefan Habenschuss et al.   NEURAL COMPUTATION

A theory for how sensorimotor skills are learned and retained in noisy and nonstationary neural circuits

(2013) R. Ajemian et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2013) Bernhard Nessler et al.   PLoS Computational Biology

A Simple Rule for Dendritic Spine and Axonal Bouton Formation Can Account for Cortical Reorganization after Focal Retinal Lesions

(2013) Markus Butz et al.   PLoS Computational Biology

Predictive Coding of Dynamical Variables in Balanced Spiking Networks

(2013) Martin Boerlin et al.   PLoS Computational Biology

Choice-specific sequences in parietal cortex during a virtual-navigation decision task

(2012) Christopher D. Harvey et al.   NATURE

From circuits to behavior: a bridge too far?

(2012) Matteo Carandini   NATURE NEUROSCIENCE

Structural plasticity upon learning: regulation and functions

(2012) Pico Caroni et al.   NATURE REVIEWS NEUROSCIENCE

An Efficient Learning Procedure for Deep Boltzmann Machines

(2012) Ruslan Salakhutdinov et al.   NEURAL COMPUTATION

Multistability in auditory stream segregation: a predictive coding view

(2012) I. Winkler et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

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

(2012) Moritz Deger et al.   PLoS Computational Biology

Dendritic Spine Dynamics Regulate the Long-Term Stability of Synaptic Plasticity

(2011) C. O'Donnell et al.   JOURNAL OF NEUROSCIENCE

Multiplicative Dynamics Underlie the Emergence of the Log-Normal Distribution of Spine Sizes in the Neocortex In Vivo

(2011) Y. Loewenstein et al.   JOURNAL OF NEUROSCIENCE

Multiple models to capture the variability in biological neurons and networks

(2011) Eve Marder et al.   NATURE NEUROSCIENCE

From the stochasticity of molecular processes to the variability of synaptic transmission

(2011) Claire Ribrault et al.   NATURE REVIEWS NEUROSCIENCE

Variability, compensation, and modulation in neurons and circuits

(2011) E. Marder   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Cell Biology of Synaptic Plasticity

(2011) V. M. Ho et al.   SCIENCE

Experience-dependent structural plasticity in the adult human brain

(2011) Arne May   TRENDS IN COGNITIVE SCIENCES

Statistically optimal perception and learning: from behavior to neural representations

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

Precise Temperature Compensation of Phase in a Rhythmic Motor Pattern

(2010) Lamont S. Tang et al.   PLOS BIOLOGY

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

Rapid Axonal Sprouting and Pruning Accompany Functional Reorganization in Primary Visual Cortex

(2009) Homare Yamahachi et al.   NEURON

Principles of Long-Term Dynamics of Dendritic Spines

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

Experience leaves a lasting structural trace in cortical circuits

(2008) Sonja B. Hofer et al.   NATURE