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Error-based or target-based? A unified framework for learning in recurrent spiking networks

The field of recurrent neural networks is over-populated by a variety of proposed learning rules and protocols. The scope of this work is to define a generalized framework, to move a step forward towards the unification of this fragmented scenario. In the field of supervised learning, two opposite a...

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Detalles Bibliográficos
Autores principales: Capone, Cristiano, Muratore, Paolo, Paolucci, Pier Stanislao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249234/
https://www.ncbi.nlm.nih.gov/pubmed/35727852
http://dx.doi.org/10.1371/journal.pcbi.1010221