EEG Signal Processing: Feature extraction, selection and classification methods

Author:   Wai Yie Leong (Professor, MAHSA University, Malaysia)
Publisher:   Institution of Engineering and Technology
ISBN:  

9781785613708


Pages:   296
Publication Date:   01 May 2019
Format:   Hardback
Availability:   In Print   Availability explained
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EEG Signal Processing: Feature extraction, selection and classification methods


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Overview

This book focuses on the feature extraction methods used in Electroencephalographic (EEG) signal processing. It presents state-of-the-art aspects of EEG interpretation and the value of EEG; gives practical tips on interpretation and covers specific areas where EEG is most useful.

Full Product Details

Author:   Wai Yie Leong (Professor, MAHSA University, Malaysia)
Publisher:   Institution of Engineering and Technology
Imprint:   Institution of Engineering and Technology
ISBN:  

9781785613708


ISBN 10:   1785613707
Pages:   296
Publication Date:   01 May 2019
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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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Author Information

Wai Yie Leong is a Professor at MAHSA University, Malaysia, where she specializes in biomedical signal and image processing, medical signal processing and telecommunications, smart control, and wireless sensor networks. She has been actively involved in Women In Technology and received the Smart-State-Smart-Women Award from the Queensland Government, Australia, in 2005. She is currently the Chairman of the Women Engineers Section, Malaysia (IEM-WE) and Chairman of Women Engineers - AFEO (WEAFEO). She has participated in National and International Wushu Tournaments winning more than 30 awards, including traditional Taichi, Taichi sobre, Taichi fan and Taichi sword.

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