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Brain Seizure Detection and Classification Using Electroencephalographic Signals presents EEG signal processing and analysis with high;
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EEG Brain Signal Classification for Epileptic Seizure Disorder Detection provides the knowledge necessary to classify EEG brain signals;
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address the problem from an interdisciplinary perspective. Epileptic Seizures and the EEG: Measurement, Models, Detection and Prediction brings;
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This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and;
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EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for;
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-processing and classification of the signals, and application of analysis and classification for the diagnosis of brain- and heart-related diseases;
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Introduction to EEG- and Speech-Based Emotion Recognition Methods examines the background, methods, and utility of using;
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attention, sleep apnoea; person authentication; handedness detection, Parkinson's disease, motor imagery, smart air travel support and brain signal;
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by MEG and EEG. The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation;
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extraction and classification of Alzheimer's Disease using EEG signals. This book brings together the use of different EEG features, such as linear;
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of human brain work, to the use of Moore-Penrose pseudo inversion to reconstruct the EEG signal and the LORETA method to locate sources of EEG;
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of human brain work, to the use of Moore-Penrose pseudo inversion to reconstruct the EEG signal and the LORETA method to locate sources of EEG;
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understanding and analysis of brain signals. No attempt is made to comment on physiological aspects of brain activity; instead, signal processing;
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difference between the methods is that skull and scalp dampen and smear EEG signals, but do not affect MEG. Hence, to fully understand brain;
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Knn Classifier and K-Means Clustering Fo;
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Spectrum Disorder (ASD), including brain signal analysis, EEG analytics, feature selection, and analysis of blood oxygen level-dependent (BOLD;
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Comprehensive Analysis of Extreme Learni is een boek van Harikumar Rajaguru;...
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processing module of brain-computer interfaces, and describes the various EEG-acquisition devices available and compares their features and;
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Comprehensive Analysis of Swarm Based Cl is een boek van Harikumar Rajaguru;...
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of experience working on these interfaces. The author provides a review of the human brain and EEG signals, describing the human brain, anatomically and;
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Focusing on stepwise development of concepts, pattern recognition and integration with clinical practice, Reading EEGs: A Practical;
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diagnosis, classification and treatment are thoroughly covered, along with seizure classification, epidemiology, normal and abnormal EEG, and;
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key attributes of radar for in-door human monitoring, namely: motion classification including fall, detection of vital signs, and;
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key attributes of radar for in-door human monitoring, namely: motion classification including fall, detection of vital signs, and;
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Neurology certification. Five sections comprise the main text: mechanisms, classification, EEG technical concepts, diagnostic tools, and management;
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Changes in the neurological functions of the human brain are often a precursor to numerous degenerative diseases. Advanced EEG systems and;
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Changes in the neurological functions of the human brain are often a precursor to numerous degenerative diseases. Advanced EEG systems and;
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