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Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation

Biological brain stores massive amount of information. Inspired by features of the biological memory, we propose an algorithm to efficiently store different classes of spatio-temporal information in a Recurrent Neural Network (RNN). A given spatio-temporal input triggers a neuron firing pattern, kno...

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Detalles Bibliográficos
Autores principales: Wijesinghe, Parami, Liyanagedera, Chamika, Roy, Kaushik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7461996/
https://www.ncbi.nlm.nih.gov/pubmed/33013282
http://dx.doi.org/10.3389/fnins.2020.00772