Wavelet Entropy-Based Inter-subject Associative Cortical Source Localization for Sensorimotor BCI

Wavelet Entropy-Based Inter-subject Associative Cortical Source Localization for Sensorimotor BCI

We propose event-related cortical sources estimation from subject-independent electroencephalography (EEG) recordings for motor imagery brain computer interface (BCI). By using wavelet-based maximum entropy on the mean (wMEM), task-specific EEG channels are selected to predict right hand and right f...

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Bibliographic Details
Main Authors: Simanto Saha, Md. Shakhawat Hossain, Khawza Ahmed, Raqibul Mostafa, Leontios Hadjileontiadis, Ahsan Khandoker, Mathias Baumert
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Neuroinformatics
Subjects:
inter-subject sensorimotor dynamics
brain computer interface
wavelet based maximum entropy on the mean
motor imagery
electroencephalography
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2019.00047/full

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https://www.frontiersin.org/article/10.3389/fninf.2019.00047/full

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