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Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential

This study proposes voltage-dependent-synaptic plasticity (VDSP), a novel brain-inspired unsupervised local learning rule for the online implementation of Hebb’s plasticity mechanism on neuromorphic hardware. The proposed VDSP learning rule updates the synaptic conductance on the spike of the postsy...

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Detalles Bibliográficos
Autores principales:	Garg, Nikhil, Balafrej, Ismael, Stewart, Terrence C., Portal, Jean-Michel, Bocquet, Marc, Querlioz, Damien, Drouin, Dominique, Rouat, Jean, Beilliard, Yann, Alibart, Fabien
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634260/ https://www.ncbi.nlm.nih.gov/pubmed/36340782 http://dx.doi.org/10.3389/fnins.2022.983950

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