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EEG Signal Processing : Feature extraction, selection and classification methods /

The book has 12 chapters which are on: EEG extraction; EEG in auditory selective attention; EEG signal detection, feature optimisation, and extraction method for sleep apnea; person authentication using electroencephalogram (EEG) brain waves signals; handedness detection system; Parkinson's dis...

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Bibliographic Details
Corporate Author: Institution of Engineering and Technology
Other Authors: Wai Yie Leong (Editor)
Format: eBook
Language:English
Published: Stevenage : IET, 2019.
Series:Healthcare Technologies.
Subjects:
Biometric identification.
Brain-computer interfaces.
Brain.
Electrocardiography.
Electroencephalography.
Hearing.
Medical technology.
Neural networks (Computer science)
Signal processing.
Sleep.
biometrics (access control)
brain-computer interfaces.
brain.
electrocardiography.
electroencephalography.
feature extraction.
hearing.
medical disorders.
medical signal processing.
neural nets.
sleep.
EEG signal detection
EEG signal processing feature extraction
OSAS blind source separation
Parkinson's disease feature extraction
auditory selective attention
biometric brain dermatoglyphic neural architecture
brain signal classification
electrocardiography
electroencephalogram brain waves signals
handedness detection system
motor imagery EEG BCI applications
person authentication
sleep apnea
smart air travel support system
source analysis
Online Access:Connect to the full text of this electronic book
Description
Summary:The book has 12 chapters which are on: EEG extraction; EEG in auditory selective attention; EEG signal detection, feature optimisation, and extraction method for sleep apnea; person authentication using electroencephalogram (EEG) brain waves signals; handedness detection system; Parkinson's disease feature extraction; source analysis in motor imagery EEG BCI applications; smart air travel support system; brain signal classification using normalisation; biometric brain dermatoglyphic neural architecture; electrocardiography; and OSAS blind source separation.
Physical Description:1 online resource (297 pages)
ISBN:9781785613715
DOI:10.1049/PBHE016E