EEG Signal Processing: Feature Extraction, Selection and Classification Methods - Rilegato

Rilegato

ISBN 10: 1785613707 ISBN 13: 9781785613708

Casa editrice: Inst of Engineering & Technology, 2019

Riassunto

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.

Dettagli dell?edizione

• Editore: Inst of Engineering & Technology
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 1785613707
• ISBN 13: 9781785613708
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 283
• Redattore: Leong Wai Yie
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile