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...

Full description

Bibliographic Details
Main Authors: H Francis Song, Guangyu R Yang, Xiao-Jing Wang
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-01-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/21492