Article

Deep learning models of cognitive processes constrained by human brain connectomes

2021-10-14

Abstract excerpt

Decoding cognitive processes from recordings of brain activity has been an active topic in neuroscience research for decades. Traditional decoding studies focused on pattern classification in specific regions of interest and averaging brain activity over many trials. Recently, brain decoding with graph neural networks has been shown to scale at fine temporal resolution and on the full brain, achieving state-of-the...

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Literature Corpus work: 6dd0b556-0b62-50fb-8517-234c2e51008f
DOI: 10.1101/2021.10.12.464145

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