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Challenges for cognitive decoding using deep learning methods

Published in arXiv (Cornell University) • Aug 16, 2021
NobleIDNI6P40W27R56S70
Authors:
Armin W. Thomas
,
Christopher Ré
,
Russell A. Poldrack

Abstract

In cognitive decoding, researchers aim to characterize a brain region's representations by identifying the cognitive states (e.g., accepting/rejecting a gamble) that can be identified from the region's activity. Deep learning (DL) methods are highly promising for cognitive decoding, with their unmat...

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