Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications

Ganesh Naik (Curatore)

Wellington Pinheiro dos Santos (Curatore)

Taylor & Francis Ltd, 2024

Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications presents the theoretical basis and applications of electroencephalography (EEG) signals in neuroscience, involving signal analysis, processing, signal acquisition, representation, and applications of EEG signal analysis using non-linear approaches and machine learning. It explains principles of neurophysiology, linear signal processing, computational intelligence, and the nature of signals including machine learning. Applications involve computer-aided diagnosis, brain-computer interfaces, rehabilitation engineering, and applied neuroscience. This book: Includes a comprehensive review on biomedical signals nature and acquisition aspects Focuses on selected applications of neuroscience/cardiovascular/muscle-related biomedical areas Provides a machine learning update to a classical biomedical signal processing approach Explains deep learning and application to biomedical signal processing and analysis Explores relevant biomedical engineering and neuroscience state-of-the-art applications This book is intended for researchers and graduate students in biomedical signal processing, electrical engineering, neuroscience, and computer science.

• Curatore: Ganesh Naik, Wellington Pinheiro dos Santos
• Editore: Taylor & Francis Ltd
• Collana: Biomedical Signal and Image Processing
• Anno: 2024
• Rilegatura: Hardback
• Pagine: 268 p.
• Dimensioni: 234 x 156 mm
• Peso: 680 gr.
• EAN: 9781032171708

Testo in English