Cerebro-cerebellar networks facilitate learning through feedback decoupling

Behavioral feedback is critical for learning, but it is often not available. Here, the authors introduce a deep learning model in which the cerebellum provides the cerebrum with feedback predictions, thereby facilitating learning, reducing dysmetria, and making several experimental predictions.

Bibliographic Details
Main Authors: Ellen Boven, Joseph Pemberton, Paul Chadderton, Richard Apps, Rui Ponte Costa
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-022-35658-8
Description
Summary:Behavioral feedback is critical for learning, but it is often not available. Here, the authors introduce a deep learning model in which the cerebellum provides the cerebrum with feedback predictions, thereby facilitating learning, reducing dysmetria, and making several experimental predictions.
ISSN:2041-1723