Neurophysiological predictors of deep learning based unilateral upper limb motor imagery classification

IntroductionMotor imagery-based brain-computer interfaces (BCIs) are a technique for decoding and classifying the intention of motor execution, solely based on imagined (rather than executed) movements. Although deep learning techniques have increased the potential of BCIs, the complexity of decodin...

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Bibliographic Details
Main Authors: Justin Sonntag, Lin Yu, Xilu Wang, Thomas Schack
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Human Neuroscience
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Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2025.1617748/full
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