Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sanda, Pavel, Skorheim, Steven, Bazhenov, Maxim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
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