Motor-Related EEG Analysis Using a Pole Tracking Approach

Motor-Related EEG Analysis Using a Pole Tracking Approach

This study introduces an alternative approach to electroencephalography (EEG) time-frequency analysis based on time-varying autoregressive (TV-AR) models in a cascade configuration to independently monitor key EEG spectral components. The method is evaluated for its neurophysiological interpretation...

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Bibliographic Details
Main Authors: Kyriaki Kostoglou, Gernot R. Muller-Putz
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Cascade filters
autoregressive poles
brain activity
movement classification
brain-computer interface
time-frequency analysis
Online Access:https://ieeexplore.ieee.org/document/10721612/

Internet

https://ieeexplore.ieee.org/document/10721612/

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