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Human midcingulate cortex encodes distributed representations of task progress

Articolo
Data di Pubblicazione:
2018
Abstract:
The function of midcingulate cortex (MCC) remains elusive despite decades of investigation and debate. Complicating matters, individual MCC neurons respond to highly diverse task-related events, and MCC activation is reported in most human neuroimaging studies employing a wide variety of task manipulations. Here we investigate this issue by applying a model-based cognitive neuroscience approach involving neural network simulations, functional magnetic resonance imaging, and representational similarity analysis. We demonstrate that human MCC encodes distributed, dynamically evolving representations of extended, goal-directed action sequences. These representations are uniquely sensitive to the stage and identity of each sequence, indicating that MCC sustains contextual information necessary for discriminating between task states. These results suggest that standard univariate approaches for analyzing MCC function overlook the major portion of task-related information encoded by this brain area and point to promising new avenues for investigation.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
midcingulate cortex; recurrent neural network; representational similarity analysis; fMRI; sequence execution
Elenco autori:
Silvetti, Massimo
Autori di Ateneo:
SILVETTI MASSIMO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/404568
Pubblicato in:
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Journal
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