A theory of loop formation and elimination by spike timing-dependent plasticity

A theory of loop formation and elimination by spike timing-dependent plasticity

We show that the local Spike Timing-Dependent Plasticity (STDP) rule has the effect of regulating the trans-synaptic weights of loops of any length within a simulated network of neurons. We show that depending on STDP's polarity, functional loops are formed or eliminated in networks driven to n...

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Bibliographic Details
Main Authors: James Kozloski, Guillermo A Cecchi
Format: Article
Language:English
Published: Frontiers Media S.A. 2010-03-01
Series:Frontiers in Neural Circuits
Subjects:
Neocortex
STDP
Neuromodulation
topology
microcircuitry
dorsal striatum
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncir.2010.00007/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fncir.2010.00007/full

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