Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal

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Bibliographic Details
Published in:IEEE Access Vol. 8; pp. 98255 - 98265
Main Authors: Md. Khademul Islam Molla, Abdullah Al Shiam, Md. Rabiul Islam, Toshihisa Tanaka
Format: Journal Article
Language:Japanese
Published: Institute of Electrical and Electronics Engineers (IEEE) 01.01.2020
Subjects:
Artificial intelligence
Blind Source Separation and Independent Component Analysis
Brain-Computer Interfaces in Neuroscience and Medicine
Brain–computer interface
Brain–computer interface (BCI)
Cellular and Molecular Neuroscience
Cognitive Neuroscience
Computer science
Deep Learning for EEG
Discriminative model
EEG Analysis
Electrical engineering. Electronics. Nuclear engineering
Electroencephalography
electroencephalography (EEG)
Epilepsy Detection
Feature (linguistics)
Feature extraction
Feature selection
Feature vector
FOS: Languages and literature
FOS: Philosophy, ethics and religion
FOS: Psychology
k-nearest neighbors algorithm
Life Sciences
Linguistics
machine learning
Motor imagery
motor imagery (MI)
Neural Interface Technology
Neuroscience
Pattern recognition (psychology)
Philosophy
Physical Sciences
Psychiatry
Psychology
Signal Decomposition
Signal Processing
subband decomposition
supervised feature selection
Support vector machine
TK1-9971
ISSN:2169-3536
Online Access:Get full text
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ISSN:2169-3536
DOI:10.60692/g0ac1-x2775