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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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Detaylı Bibliyografya
Yayımlandı:Front Neurosci
Asıl Yazarlar: Panda, Priyadarshini, Roy, Kaushik
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2017
Konular:
Online Erişim: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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