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Recurrent processes support a cascade of hierarchical decisions.

ABSTRACT: Perception depends on a complex interplay between feedforward and recurrent processing. Yet, while the former has been extensively characterized, the computational organization of the latter remains largely unknown. Here, we use magneto-encephalography to localize, track and decode the feedforward and recurrent processes of reading, as elicited by letters and digits whose level of ambiguity was parametrically manipulated. We first confirm that a feedforward response propagates through the ventral and dorsal pathways within the first 200 ms. The subsequent activity is distributed across temporal, parietal and prefrontal cortices, which sequentially generate five levels of representations culminating in action-specific motor signals. Our decoding analyses reveal that both the content and the timing of these brain responses are best explained by a hierarchy of recurrent neural assemblies, which both maintain and broadcast increasingly rich representations. Together, these results show how recurrent processes generate, over extended time periods, a cascade of decisions that ultimately accounts for subjects' perceptual reports and reaction times.

SUBMITTER: Gwilliams L

PROVIDER: S-EPMC7513462 | biostudies-literature | 2020 Sep

REPOSITORIES: biostudies-literature

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Recurrent processes support a cascade of hierarchical decisions.

Gwilliams Laura L King Jean-Remi JR

eLife 20200901

Perception depends on a complex interplay between feedforward and recurrent processing. Yet, while the former has been extensively characterized, the computational organization of the latter remains largely unknown. Here, we use magneto-encephalography to localize, track and decode the feedforward and recurrent processes of reading, as elicited by letters and digits whose level of ambiguity was parametrically manipulated. We first confirm that a feedforward response propagates through the ventra ...[more]

PMID: 32869746

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Recurrent processes support a cascade of hierarchical decisions.

Publications

Recurrent processes support a cascade of hierarchical decisions.

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