Description
Taylor & Francis Advanced Electroencephalography Analytical Methods Fundamentals Acquisition And Applications (Hb 2025) by Naik G
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. The book: · Includes a comprehensive review on biomedical signals nature and acquisition aspects · Focuses on selected applications of neurosciences/ 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