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tension: A Python package for FORCE learning

First-Order, Reduced and Controlled Error (FORCE) learning and its variants are widely used to train chaotic recurrent neural networks (RNNs), and outperform gradient methods on certain tasks. However, there is currently no standard software framework for FORCE learning. We present tension, an objec...

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Detalles Bibliográficos
Autores principales: Liu, Lu Bin, Losonczy, Attila, Liao, Zhenrui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9810194/
https://www.ncbi.nlm.nih.gov/pubmed/36534709
http://dx.doi.org/10.1371/journal.pcbi.1010722