STDP and STDP Variations with Memristors for Spiking Neuromorphic Learning Systems

STDP and STDP Variations with Memristors for Spiking Neuromorphic Learning Systems

In this paper we review several ways of realizing asynchronous Spike-Timing Dependent Plasticity (STDP) using memristors as synapses. Our focus is on how to use individual memristors to implement synaptic weight multiplications, in a way such that it is not necessary to (a) introduce global sy...

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Bibliographic Details
Main Authors: Teresa eSerrano-Gotarredona, Timothée eMasquelier, Themistoklis eProdromakis, Giacomo eIndiveri, Bernabe eLinares-Barranco
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-02-01
Series:Frontiers in Neuroscience
Subjects:
Artificial Vision and Cybernetics
Memristive Devices
neuromorphic hardware
spike-timing dependent plasticity
Electronic circuit
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2013.00002/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnins.2013.00002/full

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