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Reward-based learning under hardware constraints—using a RISC processor embedded in a neuromorphic substrate

In this study, we propose and analyze in simulations a new, highly flexible method of implementing synaptic plasticity in a wafer-scale, accelerated neuromorphic hardware system. The study focuses on globally modulated STDP, as a special use-case of this method. Flexibility is achieved by embedding...

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Detalhes bibliográficos
Main Authors: Friedmann, Simon, Frémaux, Nicolas, Schemmel, Johannes, Gerstner, Wulfram, Meier, Karlheinz
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3778319/
https://ncbi.nlm.nih.gov/pubmed/24065877
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2013.00160
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