A recurrent neural network framework for flexible and adaptive decision making based on sequence learning.

The brain makes flexible and adaptive responses in a complicated and ever-changing environment for an organism's survival. To achieve this, the brain needs to understand the contingencies between its sensory inputs, actions, and rewards. This is analogous to the statistical inference that has b...

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Bibliographic Details
Main Authors: Zhewei Zhang, Huzi Cheng, Tianming Yang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-11-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008342