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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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Vydáno v:Front Neurosci
Hlavní autoři: Panda, Priyadarshini, Roy, Kaushik
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2017
Témata:
On-line přístup: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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