Learning and Stabilization of Winner-Take-All DynamicsThrough Interacting Excitatory and Inhibitory Plasticity

Learning and Stabilization of Winner-Take-All DynamicsThrough Interacting Excitatory and Inhibitory Plasticity

Winner-Take-All (WTA) networks are recurrently connected populations of excitatory and inhibitory neurons that represent promising candidate microcircuits for implementing cortical computation. WTAs can perform powerful computations, ranging from signal-restoration to state-dependent processing. How...

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Bibliographic Details
Main Authors: Jonathan eBinas, Ueli eRutishauser, Giacomo eIndiveri, Michael ePfeiffer
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-07-01
Series:Frontiers in Computational Neuroscience
Subjects:
plasticity
self-organization
competition
winner-take-all
inhibitory plasticity
Contraction Theory
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00068/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00068/full

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