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Automated EEG-based diagnosis of neurological disorders : inventing the future of neurology
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Automated EEG-based diagnosis of neurological disorders : inventing the future of neurology

Hojjat Adeli

Publication Data

Contents

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.

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Automated EEG-based diagnosis of neurological disorders : inventing the future of neurology by Hojjat Adeli. ISBN 9781439815311. Published by CRC in 2010. Publication and catalogue information, links to buy online and reader comments.

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