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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 synchron...

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Detalhes bibliográficos
Main Authors: Serrano-Gotarredona, T., Masquelier, T., Prodromakis, T., Indiveri, G., Linares-Barranco, B.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3575074/
https://ncbi.nlm.nih.gov/pubmed/23423540
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2013.00002
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