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"This book provides state-of-the-art coverage of contemporary methods in biosignal processing, with emphasis on brain signal analysis. The topics covered in this book reflect an ongoing evolution in biosignal processing. As biomedical data sets grow larger and more complicated, emerging signal processing methods to analyze and interpret these data have gained in importance. This book discusses the process for biosignal analysis and stimulates new ideas and opportunities for developing cutting-edge computational methods for biosignal processing, which will in turn accelerate laboratory discoveries into treatments for patients. Provides a general overview of basic concepts in biomedical signal acquisition and processing. Discusses nonstationary and transient nature of signals by introducing time-frequency analysis and its applications to signal analysis and detection problems in bioengineering. Covers emerging methods for brain signal processing, each focusing on specific non-invasive imaging techniques such as electroencephalography (EEG), magnetoencephalography (MEG), magnetic resonance imaging (MRI) and functional near-infrared spectroscopy (fNIR). Explores a multivariate spectral analysis of EEG data using power, coherence and second-order blind identification. Introduces a general linear modeling approach for the analysis of induced and evoked response in MEG. Presents the progress in groupwise registration algorithms for effective MRI medical image analysis. Examines the basis of optical imaging, fNIR instrumentation and signal analysis in various cognitive studies. Reviews recent advances of causal influence measures such as Granger causality for analyzing multivariate neural data"--Provided by publisher.

Brain Mapping --- Brain --- Signal Processing, Computer-Assisted --- Brain Waves --- Electrodiagnosis --- Nervous System Physiological Phenomena --- physiology --- physiology --- methods

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Ce livre s’articule autour de l’idée que les oscillations neuronales du cerveau forment le fondement du mouvement et de la pensée. Il démontre que la majorité des fonctions cérébrales peut être pilotée à partir d’une gamme étendue d’oscillations pouvant produire des états mentaux différents allant de l’éveil au sommeil, au rêve, au passage de la sensation à l’action, à la réflexion, à l’émotion et à la créativité. Différentes expériences fondamentales en neuroscience sont revisitées afin d’illustrer le lien indissociable entre les oscillations neuronales, le mouvement et la pensée.

Neurons --- Brain waves --- Neural transmission. --- Neurosciences. --- Neurosciences --- Physiology --- Neurophysiology --- Neurophysiologie --- Cerebral Cortex --- Cerebellar Cortex --- Neuronal Plasticity --- Signal Transduction --- Eye Movements --- Brain --- Motor Neurons --- Brain Mapping --- Sleep --- Evoked Potentials --- Circadien Rhythm --- Consciousness --- Cortex cérébral. --- Neurophysiologie. --- Plasticité neuronale. --- Oeil --- Neurones moteurs. --- Localisation cérébrale. --- Sommeil. --- Potentiels évoqués (électrophysiologie) --- Conscience. --- Rythmes circadiens. --- Mouvements.