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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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Detalles Bibliográficos
Publicado en:Front Neurosci
Autores principales: Panda, Priyadarshini, Roy, Kaushik
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2017
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Acceso en línea: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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