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Reward-based training of recurrent neural networks for cognitive and value-based tasks

Trained neural network models, which exhibit features of neural activity recorded from behaving animals, may provide insights into the circuit mechanisms of cognitive functions through systematic analysis of network activity and connectivity. However, in contrast to the graded error signals commonly...

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Detalles Bibliográficos
Autores principales: Song, H Francis, Yang, Guangyu R, Wang, Xiao-Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5293493/
https://www.ncbi.nlm.nih.gov/pubmed/28084991
http://dx.doi.org/10.7554/eLife.21492