inventing the future of neurology Adeli, Hojjat creator Ghosh-Dastidar, Samanwoy. text bibliography flu Boca Raton, FL CRC Press/Taylor & Francis c2010 2010 monographic eng

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xxxvi, 387 p. ill. 25 cm. Time-frequency analysis : wavelet transforms -- Chaos theory -- Classifier designs -- Electroencephalograms and epilepsy -- Analysis of EEGs in an epileptic patient using wavelet transform -- Wavelet-chaos methodology for analysis of EEGs and EEG sub-bands -- Mixed-band wavelet-chaos neural network methodology -- Principal component analysis-enhanced cosine radial basis function neural network -- Alzheimer's disease and models of computation : imaging, classification, and neural models -- Alzheimer's disease : models of computation and analysis of EEGs -- A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease -- Spiking neural networks : spiking neurons and learning algorithms -- Improved spiking neural networks with application to EEG classification and epilepsy and seizure detection -- A new supervised learning algorithm for multiple spiking neural networks -- Applications of multiple spiking neural networks : EEG classification and epilepsy and seizure detection. Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr. Includes bibliographical references and index. Electroencephalography Data processing Brain Diseases Diagnosis Data processing RC386.6.E43 A98 2010 616.8047547 A229a 2010 D-292 WL 150 A228a 2010 9781439815311 (hardcover : alk. paper) 1439815313 (hardcover : alk. paper) 2009051516 DNLM/DLC 091207 20160527185420.0 306786