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
Autores principales: Panda, Priyadarshini, Roy, Kaushik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5733011/
https://www.ncbi.nlm.nih.gov/pubmed/29311774
http://dx.doi.org/10.3389/fnins.2017.00693

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5733011/
https://www.ncbi.nlm.nih.gov/pubmed/29311774
http://dx.doi.org/10.3389/fnins.2017.00693

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