EEG Signal Processing Feature extraction selection and classification methods 1st Edition by Wai Yie Leong ISBN 1785613707 978-1785613708

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Product details: 

ISBN 10:  1785613707 

ISBN 13: 978-1785613708

Author: Wai Yie Leong

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.

Table of contents: 

Chapter 1: EEG Extraction for Meditation

Chapter 2: EEG in Auditory Selective Attention

Chapter 3: Investigating EEG Signal Detection, Feature Optimisation, and Extraction Method for Sleep Apnea

Chapter 4: Person Authentication Using Electroencephalogram (EEG) Brainwaves Signals

Chapter 5: Handedness Detection System

Chapter 6: Parkinson’s Disease Feature Extraction

Chapter 7: Source Analysis in Motor Imagery EEG BCI Applications

Chapter 8: Evaluation for Smart Air Travel Support System

Chapter 9: Brain Signal Classification Using Normalisation

Chapter 10: The Biometric Brain Dermatoglyphic Neural Architecture (DNA): Brain Power at Your Fingertips

Chapter 11: Electrocardiography: Overview, Preparation, and Technique

Chapter 12: Blind Source Separation for OSAS: Data Extraction

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Tags: Wai Yie Leong, EEG Signal Processing, Feature extraction selection