TY  - BOOK
AU  - Adeli,Hojjat
AU  - Ghosh-Dastidar,Samanwoy
TI  - Automated EEG-based diagnosis of neurological disorders: inventing the future of neurology
SN  - 9781439815311 (hardcover : alk. paper)
AV  - RC386.6.E43 A98 2010
U1  - 616.8047547 22
PY  - 2010///
CY  - Boca Raton, FL
PB  - CRC Press/Taylor & Francis
KW  - Electroencephalography
KW  - Data processing
KW  - Local
KW  - Brain
KW  - Diseases
KW  - Diagnosis
N1  - 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
ER  -