Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data

Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data

We consider the detection and characterization of brain state transitions based on ongoing electroencephalography (EEG). Here, a brain state represents a specific brain dynamical regime or mode of operation that produces a characteristic quasi-stable pattern of activity at the topography, sources, o...

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Bibliographic Details
Main Authors: Nelson J. Trujillo-Barreto, David Araya Galvez, Aland Astudillo, Wael El-Deredy
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Brain state
hidden semi Markov model
state duration
EEG
Online Access:https://ieeexplore.ieee.org/document/10400476/

Internet

https://ieeexplore.ieee.org/document/10400476/

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