Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity

Emergence of Connectivity Motifs in Networks of Model Neurons with Short- and Long-Term Plastic Synapses

(2014) Eleni Vasilaki et al.   PLoS One

Measuring Symmetry, Asymmetry and Randomness in Neural Network Connectivity

(2014) Umberto Esposito et al.   PLoS One

Role of synaptic dynamics and heterogeneity in neuronal learning of temporal code

(2013) Ziv Rotman et al.   JOURNAL OF NEUROPHYSIOLOGY

Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses

(2013) Armando Romani et al.   Frontiers in Computational Neuroscience

Theoretical models of synaptic short term plasticity

(2013) Matthias H. Hennig   Frontiers in Computational Neuroscience

Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits

(2013) Rui P. Costa et al.   Frontiers in Computational Neuroscience

Target-Specific Expression of Presynaptic NMDA Receptors in Neocortical Microcircuits

(2012) Katherine A. Buchanan et al.   NEURON

The Geometric Structure of the Brain Fiber Pathways

(2012) V. J. Wedeen et al.   SCIENCE

Hyperconnectivity and Slow Synapses during Early Development of Medial Prefrontal Cortex in a Mouse Model for Mental Retardation and Autism

(2011) Guilherme Testa-Silva et al.   CEREBRAL CORTEX

Chronic imaging of cortical sensory map dynamics using a genetically encoded calcium indicator

(2011) Matthias Minderer et al.   JOURNAL OF PHYSIOLOGY-LONDON

RIM Proteins Activate Vesicle Priming by Reversing Autoinhibitory Homodimerization of Munc13

(2011) Lunbin Deng et al.   NEURON

Democratic Population Decisions Result in Robust Policy-Gradient Learning: A Parametric Study with GPU Simulations

(2011) Paul Richmond et al.   PLoS One

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

Semi-automated reconstruction of neural circuits using electron microscopy

(2010) Dmitri B Chklovskii et al.   CURRENT OPINION IN NEUROBIOLOGY

In-cell recordings by extracellular microelectrodes

(2010) Aviad Hai et al.   NATURE METHODS

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials

(2010) Jean-Pascal Pfister et al.   NATURE NEUROSCIENCE

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

(2010) Claudia Clopath et al.   NATURE NEUROSCIENCE

Hyper-connectivity and hyper-plasticity in the medial prefrontal cortex in the valproic acid animal model of autism

(2010) Tania Rinaldi   Frontiers in Neural Circuits

Learning flexible sensori-motor mappings in a complex network

(2009) Eleni Vasilaki et al.   BIOLOGICAL CYBERNETICS

Reinforcement learning in populations of spiking neurons

(2009) Robert Urbanczik et al.   NATURE NEUROSCIENCE

Reading the Book of Memory: Sparse Sampling versus Dense Mapping of Connectomes

(2009) H. Sebastian Seung   NEURON

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

(2009) Eleni Vasilaki et al.   PLoS Computational Biology

A technicolour approach to the connectome

(2008) Jeff W. Lichtman et al.   NATURE REVIEWS NEUROSCIENCE

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

(2008) Robert Legenstein et al.   PLoS Computational Biology