Automated EEG-based diagnosis of neurological disorders
Subtitle: inventing the future of neurology
By: Hojjat Adeli, Samanwoy Ghosh-Dastidar.
Contributors: Ghosh-Dastidar, Samanwoy.
Publisher: CRC Press/Taylor & Francis
Published: 2010
Place of publication: Boca Raton
Language: eng
ISBN-13: 9781439815311
Subjects: Electroencephalography -- Data processing; Brain -- Diseases -- Diagnosis -- Data processing; Electroencephalography -- methods; Nervous System Diseases -- diagnosis; Diagnosis, Computer-Assisted -- methods
Notes: Includes bibliographical references and index.
Table of contents: title: Time-frequency analysis : wavelet transforms; title: Chaos theory; title: Classifier designs; title: Electroencephalograms and epilepsy; title: Analysis of EEGs in an epileptic patient using wavelet transform; title: Wavelet-chaos methodology for analysis of EEGs and EEG sub-bands; title: Mixed-band wavelet-chaos neural network methodology; title: Principal component analysis-enhanced cosine radial basis function neural network; title: Alzheimer's disease and models of computation : imaging, classification, and neural models; title: Alzheimer's disease : models of computation and analysis of EEGs; title: A spatio-temporal wavelet-chaos methodology for EEG based diagnosis of Alzheimer's disease; title: Spiking neural networks : spiking neurons and learning algorithms; title: Improved spiking neural networks with application to EEG classification and epilepsy and seizure detection; title: A new supervised learning algorithm for multiple spiking neural networks; title: Applications of multiple spiking neural networks : EEG classification and epilepsy and seizure detection.