Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations.

Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations.

Neural mechanisms and underlying directionality of signaling among brain regions depend on neural dynamics spanning multiple spatiotemporal scales of population activity. Despite recent advances in multimodal measurements of brain activity, there is no broadly accepted multiscale dynamical models fo...

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Main Authors: Yin-Jui Chang, Yuan-I Chen, Hannah M Stealey, Yi Zhao, Hung-Yun Lu, Enrique Contreras-Hernandez, Megan N Baker, Edward Castillo, Hsin-Chih Yeh, Samantha R Santacruz
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0314268
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https://doi.org/10.1371/journal.pone.0314268

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