Introducing neuromodulation in deep neural networks to learn adaptive behaviours.

Introducing neuromodulation in deep neural networks to learn adaptive behaviours.

Animals excel at adapting their intentions, attention, and actions to the environment, making them remarkably efficient at interacting with a rich, unpredictable and ever-changing external world, a property that intelligent machines currently lack. Such an adaptation property relies heavily on cellu...

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Bibliographic Details
Main Authors: Nicolas Vecoven, Damien Ernst, Antoine Wehenkel, Guillaume Drion
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://storage.googleapis.com/plos-corpus-prod/10.1371/journal.pone.0227922/1/pone.0227922.pdf?X-Goog-Algorithm=GOOG4-RSA-SHA256&X-Goog-Credential=wombat-sa%40plos-prod.iam.gserviceaccount.com%2F20210219%2Fauto%2Fstorage%2Fgoog4_request&X-Goog-Date=20210219T120936Z&X-Goog-Expires=3600&X-Goog-SignedHeaders=host&X-Goog-Signature=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