EEG signal processing feature extraction, selection and classification methods / edited by Wai Yie Leong.
| Other author | Leong, Wai Yie. |
| Other author | Institution of Engineering and Technology. |
| Format | Electronic |
| Publication Info | Stevenage, United Kingdom : Institution of Engineering and Technology, 2019. |
| Description | ix, 283 pages : illustrations ; 24 cm. |
| Supplemental Content | Full text available from IET Digital Library - Books |
| Subjects |
| Series | IET healthcare technologies series ; 16 IET healthcare technologies series ; 16. ^A1345919 |
| Contents | 1. EEG extraction for meditation / Lewis Tee and Wai Yie Leong -- 2. EEG in auditory selective attention / Yin Fen Low, Daniel J. Strauss, and Yun-Huoy Choo -- 3. Investigating EEG signal detection, feature optimisation, and extraction method for sleep apnea / Leong Wai Yie -- 4. Person authentication using electroencephalogram (EEG) brainwaves signals / Siaw-Hong Liew, Yun-Huoy Choo, Yin Fen Low, and Zeratul Izzah Mohd Yusoh -- 5. Handedness detection system / Chuen Rue Ng and Wai Yie Leong -- 6. Parkinson's disease feature extraction / Pooi Chi Quah and Wai Yie Leong -- 7. Source analysis in motor imagery EEG BCI applications / Aleksandr Zaitcev, Wei Liu, Greg Cook, Martyn Paley, and Elizabeth Milne -- 8. Evaluation for smart air travel support system / CheeFai Tan, Wei Chen, and Matthias Rauterberg -- 9. Brain signal classification using normalisation / James Henshaw, Wei Liu, and Daniela M. Romano -- 10. The biometric brain dermatoglyphic neural architecture (DNA) : brain power at your fingertips / Damera Vijayalakshmi -- 11. Electrocardiography : overview, preparation, and technique / Thulasyammal Ramiah Pillai, Raach Oussama Khalil, and Narendiran Krishnasamy -- 12. Blind source separation for OSAS : data extraction / Tung Ren Sin and Leong Wai Yie. |
| Abstract | "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."--Back cover. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9781785613708 hardcover |
| ISBN | 1785613707 hardcover |
| ISBN |