Multi-layer network utilizing rewarded spike time dependent plasticity to learn a foraging task

Neural networks with a single plastic layer employing reward modulated spike time dependent plasticity (STDP) are capable of learning simple foraging tasks. Here we demonstrate advanced pattern discrimination and continuous learning in a network of spiking neurons with multiple plastic layers. The n...

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Detalles Bibliográficos
Autores principales: Sanda, Pavel, Skorheim, Steven, Bazhenov, Maxim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636167/
https://www.ncbi.nlm.nih.gov/pubmed/28961245
http://dx.doi.org/10.1371/journal.pcbi.1005705

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636167/
https://www.ncbi.nlm.nih.gov/pubmed/28961245
http://dx.doi.org/10.1371/journal.pcbi.1005705

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