Hyper-parameter tuning and feature extraction for asynchronous action detection from sub-thalamic nucleus local field potentials

IntroductionDecoding brain states from subcortical local field potentials (LFPs) indicative of activities such as voluntary movement, tremor, or sleep stages, holds significant potential in treating neurodegenerative disorders and offers new paradigms in brain-computer interface (BCI). Identified st...

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Bibliographic Details
Main Authors: Thomas Martineau, Shenghong He, Ravi Vaidyanathan, Huiling Tan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2023.1111590/full