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Fine-Tuning and the Stability of Recurrent Neural Networks

A central criticism of standard theoretical approaches to constructing stable, recurrent model networks is that the synaptic connection weights need to be finely-tuned. This criticism is severe because proposed rules for learning these weights have been shown to have various limitations to their bio...

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Detalles Bibliográficos
Autores principales: MacNeil, David, Eliasmith, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3181247/
https://www.ncbi.nlm.nih.gov/pubmed/21980334
http://dx.doi.org/10.1371/journal.pone.0022885