EEG Signal Processing - Feature extraction, selection and classification methods

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.

Sommario

• 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

Riassunto

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.

Dettagli sul prodotto

• Con la collaborazione di: Wai Yie Leong (Editore), Wai Yie (Professor Leong (Editore)
• Editore: Institution of Engineering and Technology
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 31.05.2019
• EAN: 9781785613708
• ISBN: 978-1-78561-370-8
• Pagine: 296
• Dimensioni: 244 mm x 162 mm x 22 mm
• Peso: 594 g
• Serie: Healthcare Technologies; Healthcare Technologies
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Elettronica, elettrotecnica, telecomunicazioni