Learning cortical representations through perturbed and adversarial dreaming

Learning cortical representations through perturbed and adversarial dreaming

Humans and other animals learn to extract general concepts from sensory experience without extensive teaching. This ability is thought to be facilitated by offline states like sleep where previous experiences are systemically replayed. However, the characteristic creative nature of dreams suggests t...

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Bibliographic Details
Main Authors: Nicolas Deperrois, Mihai A Petrovici, Walter Senn, Jakob Jordan
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2022-04-01
Series:eLife
Subjects:
representation learning
sleep
GANs
cortical networks
NREM
REM
Online Access:https://elifesciences.org/articles/76384

Internet

https://elifesciences.org/articles/76384

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