Automated EEG-based diagnosis of neurological disorders
Adeli, Hojjat
Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr. - Boca Raton, FL CRC Press/Taylor & Francis c2010. - xxxvi, 387 p. ill. 25 cm.
Includes bibliographical references and index.
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.
9781439815311 (hardcover : alk. paper) 1439815313 (hardcover : alk. paper)
2009051516
GBA9A8996 bnb
Electroencephalography--Data processing.
Brain--Diseases--Diagnosis--Data processing.
RC386.6.E43 / A98 2010
616.8047547 / A229a
2010 D-292 WL 150 / A228a 2010
Automated EEG-based diagnosis of neurological disorders inventing the future of neurology Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr. - Boca Raton, FL CRC Press/Taylor & Francis c2010. - xxxvi, 387 p. ill. 25 cm.
Includes bibliographical references and index.
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.
9781439815311 (hardcover : alk. paper) 1439815313 (hardcover : alk. paper)
2009051516
GBA9A8996 bnb
Electroencephalography--Data processing.
Brain--Diseases--Diagnosis--Data processing.
RC386.6.E43 / A98 2010
616.8047547 / A229a
2010 D-292 WL 150 / A228a 2010