EEG Signal Processing: Feature Extraction, Selection and Classification Methods

EEG Signal Processing: Feature Extraction, Selection and Classification Methods
ISBN-10
1785613707
ISBN-13
9781785613708
Category
Technology & Engineering
Pages
296
Language
English
Published
2019-03
Publisher
Healthcare Technologies
Author
Wai Yie Leong

Description

Electroencephalography (EEG) is an electrophysiological monitoring method used to record the brain activity in brain-computer interface (BCI) systems. It records the electrical activity of the brain, is typically non-invasive with electrodes placed along the scalp, requires relatively simple and inexpensive equipment, and is easier to use than other methods. EEG-based BCI methods provide modest speed and accuracy which is why multichannel systems and proper signal processing methods are used for feature extraction, feature selection and feature classification to discriminate among several mental tasks. This edited book presents state of the art aspects of EEG signal processing methods, with an emphasis on advanced strategies, case studies, clinical practices and applications such as EEG for meditation, auditory selective attention, sleep apnoea; person authentication; handedness detection, Parkinson's disease, motor imagery, smart air travel support and brain signal classification.

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