Motor Imagery EEG Classification for Patients with Amyotrophic Lateral Sclerosis Using Fractal Dimension and Fisher’s Criterion-Based Channel Selection

Motor Imagery EEG Classification for Patients with Amyotrophic Lateral Sclerosis Using Fractal Dimension and Fisher’s Criterion-Based Channel Selection

Motor imagery is based on the volitional modulation of sensorimotor rhythms (SMRs); however, the sensorimotor processes in patients with amyotrophic lateral sclerosis (ALS) are impaired, leading to degenerated motor imagery ability. Thus, motor imagery classification in ALS patients has been conside...

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Bibliographic Details
Main Authors: Yi-Hung Liu, Shiuan Huang, Yi-De Huang
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Sensors
Subjects:
EEG
BCI
motor imagery
ALS
fractal dimension
channel selection
machine learning
Online Access:https://www.mdpi.com/1424-8220/17/7/1557

Internet

https://www.mdpi.com/1424-8220/17/7/1557

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