4.6 Article

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

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Neurosciences

Development and Plasticity of the Primary Visual Cortex

J. Sebastian Espinosa et al.

NEURON (2012)

Review Neurosciences

The Spike-Timing Dependence of Plasticity

Daniel E. Feldman

NEURON (2012)

Article Multidisciplinary Sciences

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

Michael Graupner et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)

Article Biochemical Research Methods

Feedforward Inhibition and Synaptic Scaling - Two Sides of the Same Coin?

Christian Keck et al.

PLOS COMPUTATIONAL BIOLOGY (2012)

Review Neurosciences

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

Gina Turrigiano

ANNUAL REVIEW OF NEUROSCIENCE, VOL 34 (2011)

Article Neurosciences

Weight Consistency Specifies Regularities of Macaque Cortical Networks

N. T. Markov et al.

CEREBRAL CORTEX (2011)

Article Neurosciences

Dense Inhibitory Connectivity in Neocortex

Elodie Fino et al.

NEURON (2011)

Article Multidisciplinary Sciences

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

Julijana Gjorgjieva et al.

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

Article Biochemical Research Methods

STDP Allows Fast Rate-Modulated Coding with Poisson-Like Spike Trains

Matthieu Gilson et al.

PLOS COMPUTATIONAL BIOLOGY (2011)

Article Biochemical Research Methods

Probabilistic Inference in General Graphical Models through Sampling in Stochastic Networks of Spiking Neurons

Dejan Pecevski et al.

PLOS COMPUTATIONAL BIOLOGY (2011)

Article Biochemical Research Methods

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

Lars Buesing et al.

PLOS COMPUTATIONAL BIOLOGY (2011)

Review Neurosciences

Neuromorphic silicon neuron circuits

Giacomo Indiveri et al.

FRONTIERS IN NEUROSCIENCE (2011)

Editorial Material Computer Science, Interdisciplinary Applications

MODELING SPIKING NEURAL NETWORKS ON SPINNAKER

Xin Jin et al.

COMPUTING IN SCIENCE & ENGINEERING (2010)

Article Neurosciences

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

Claudia Clopath et al.

NATURE NEUROSCIENCE (2010)

Review Neurosciences

Neural reorganization following sensory loss: the opportunity of change

Lotfi B. Merabet et al.

NATURE REVIEWS NEUROSCIENCE (2010)

Article Computer Science, Artificial Intelligence

Reward-Modulated Hebbian Learning of Decision Making

Michael Pfeiffer et al.

NEURAL COMPUTATION (2010)

Article Computer Science, Artificial Intelligence

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Dan Claudiu Ciresan et al.

NEURAL COMPUTATION (2010)

Article Multidisciplinary Sciences

Decorrelated Neuronal Firing in Cortical Microcircuits

Alexander S. Ecker et al.

SCIENCE (2010)

Review Behavioral Sciences

Statistically optimal perception and learning: from behavior to neural representations

Jozsef Fiser et al.

TRENDS IN COGNITIVE SCIENCES (2010)

Review Behavioral Sciences

Neural synchrony and the development of cortical networks

Peter J. Uhlhaas et al.

TRENDS IN COGNITIVE SCIENCES (2010)

Article Biochemical Research Methods

Independent Component Analysis in Spiking Neurons

Cristina Savin et al.

PLOS COMPUTATIONAL BIOLOGY (2010)

Review Neurosciences

Perceptual learning and adult cortical plasticity

Charles D. Gilbert et al.

JOURNAL OF PHYSIOLOGY-LONDON (2009)

Article Neurosciences

Basal forebrain activation enhances cortical coding of natural scenes

Michael Goard et al.

NATURE NEUROSCIENCE (2009)

Article Computer Science, Artificial Intelligence

Competitive STDP-Based Spike Pattern Learning

Timothee Masquelier et al.

NEURAL COMPUTATION (2009)

Article Computer Science, Artificial Intelligence

State-Dependent Computation Using Coupled Recurrent Networks

Ueli Rutishauser et al.

NEURAL COMPUTATION (2009)

Article Computer Science, Artificial Intelligence

Computation with Spikes in a Winner-Take-All Network

Matthias Oster et al.

NEURAL COMPUTATION (2009)

Article Biochemistry & Molecular Biology

Time-Warp-Invariant Neuronal Processing

Robert Guetig et al.

PLOS BIOLOGY (2009)

Article Biochemistry & Molecular Biology

Distributed Fading Memory for Stimulus Properties in the Primary Visual Cortex

Danko Nikolic et al.

PLOS BIOLOGY (2009)

Article Behavioral Sciences

Neural synchrony in cortical networks: history, concept and current status

Peter J. Uhlhaas et al.

FRONTIERS IN INTEGRATIVE NEUROSCIENCE (2009)

Review Neurosciences

Spike timing-dependent plasticity: A Hebbian learning rule

Natalia Caporale et al.

ANNUAL REVIEW OF NEUROSCIENCE (2008)

Article Computer Science, Cybernetics

Phenomenological models of synaptic plasticity based on spike timing

Abigail Morrison et al.

BIOLOGICAL CYBERNETICS (2008)

Article Neurosciences

Synchronization of neuronal responses in primary visual cortex of monkeys viewing natural images

Pedro Maldonado et al.

JOURNAL OF NEUROPHYSIOLOGY (2008)

Review Neurosciences

Noise in the nervous system

A. Aldo Faisal et al.

NATURE REVIEWS NEUROSCIENCE (2008)

Article Computer Science, Artificial Intelligence

Bayesian spiking neurons II: Learning

Sophie Deneve

NEURAL COMPUTATION (2008)

Article Computer Science, Artificial Intelligence

Bayesian spiking neurons I: Inference

Sophie Deneve

NEURAL COMPUTATION (2008)

Article Multidisciplinary Sciences

Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains

Timothee Masquelier et al.

PLOS ONE (2008)

Article Neurosciences

Spatial organization of neuronal population responses in layer 2/3 of rat barrel cortex

Jason N. D. Kerr et al.

JOURNAL OF NEUROSCIENCE (2007)

Article Neurosciences

Stereotypical bouton clustering of individual neurons in cat primary visual cortex

Tom Binzegger et al.

JOURNAL OF NEUROSCIENCE (2007)

Article Neurosciences

Bayesian inference with probabilistic population codes

Wei Ji Ma et al.

NATURE NEUROSCIENCE (2006)

Article Psychology, Multidisciplinary

Optimal predictions in everyday cognition

Thomas L. Griffiths et al.

PSYCHOLOGICAL SCIENCE (2006)

Article Mathematical & Computational Biology

Predicting spike timing of neocortical pyramidal neurons by simple threshold models

Renaud Jolivet et al.

JOURNAL OF COMPUTATIONAL NEUROSCIENCE (2006)

Article Multidisciplinary Sciences

Reducing the dimensionality of data with neural networks

G. E. Hinton et al.

SCIENCE (2006)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Computer Science, Artificial Intelligence

Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning

Jean-Pascal Pfister et al.

NEURAL COMPUTATION (2006)

Review Computer Science, Artificial Intelligence

How close are we to understanding V1?

BA Olshausen et al.

NEURAL COMPUTATION (2005)

Article Multidisciplinary Sciences

Generalized Bienenstock-Cooper-Munro rule for spiking neurons that maximizes information transmission

T Toyoizumi et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2005)

Article Multidisciplinary Sciences

Bayesian integration in sensorimotor learning

KP Körding et al.

NATURE (2004)

Review Neurosciences

Spike timing-dependent plasticity of neural circuits

Y Dan et al.

NEURON (2004)

Article Neurosciences

Long-term potentiation of intrinsic excitability in LV visual cortical neurons

RH Cudmore et al.

JOURNAL OF NEUROPHYSIOLOGY (2004)

Review Neurosciences

Neuronal circuits of the neocortex

RJ Douglas et al.

ANNUAL REVIEW OF NEUROSCIENCE (2004)

Article Multidisciplinary Sciences

Spike-timing-dependent synaptic modification induced by natural spike trains

RC Froemke et al.

NATURE (2002)

Article Computer Science, Artificial Intelligence

Intrinsic stabilization of output rates by spike-based Hebbian learning

R Kempter et al.

NEURAL COMPUTATION (2001)

Review Neurosciences

The neural basis of perceptual learning

CD Gilbert et al.

NEURON (2001)

Article Computer Science, Artificial Intelligence

On the computational power of winner-take-all

W Maass

NEURAL COMPUTATION (2000)

Review Neurosciences

Synaptic plasticity: taming the beast

L. F. Abbott et al.

NATURE NEUROSCIENCE (2000)

Article Computer Science, Artificial Intelligence

On-line EM algorithm for the normalized gaussian network

M Sato et al.

NEURAL COMPUTATION (2000)