A neuromorphic implementation of multiple spike-timing synaptic plasticity rules for large-scale neural networks

A neuromorphic implementation of multiple spike-timing synaptic plasticity rules for large-scale neural networks

We present a neuromorphic implementation of multiple synaptic plasticity learning rules, which include both Spike Timing Dependent Plasticity (STDP) and Spike Timing Dependent Delay Plasticity (STDDP). We present a fully digital implementation as well as a mixed-signal implementation, both of which...

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Bibliographic Details
Main Authors: Runchun Mark Wang, Tara Julia Hamilton, Jonathan eTapson, André evan Schaik
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-05-01
Series:Frontiers in Neuroscience
Subjects:
STDP
synaptic plasticity
neuromorphic engineering
delay adaptation
mixed-signal implementation
Time-multiplexing
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2015.00180/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnins.2015.00180/full

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