Classifying mental motor tasks from chronic ECoG-BCI recordings using phase-amplitude coupling features

Classifying mental motor tasks from chronic ECoG-BCI recordings using phase-amplitude coupling features

IntroductionPhase-amplitude coupling (PAC), the modulation of high-frequency neural oscillations by the phase of slower oscillations, is increasingly recognized as a marker of goal-directed motor behavior. Despite this interest, its specific role and potential value in decoding attempted motor movem...

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Bibliographic Details
Main Authors: Morgane Marzulli, Alexandre Bleuzé, Joe Saad, Felix Martel, Philippe Ciuciu, Tetiana Aksenova, Lucas Struber
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Human Neuroscience
Subjects:
brain-computer interface
electrocorticography
motor decoding
neural features
phase-amplitude coupling
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2025.1521491/full
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