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Learning to Generate Sequences with Combination of Hebbian and Non-hebbian Plasticity in Recurrent Spiking Neural Networks

Synaptic Plasticity, the foundation for learning and memory formation in the human brain, manifests in various forms. Here, we combine the standard spike timing correlation based Hebbian plasticity with a non-Hebbian synaptic decay mechanism for training a recurrent spiking neural model to generate...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Panda, Priyadarshini, Roy, Kaushik
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5733011/
https://ncbi.nlm.nih.gov/pubmed/29311774
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2017.00693
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