Automated EEG-based diagnosis of neurological disorders inventing the future of neurology
by
Adeli, Hojjat, 1950-
Title
:
Automated EEG-based diagnosis of neurological disorders inventing the future of neurology
Author
:
Adeli, Hojjat, 1950-
ISBN
:
9781439815328
Publication Information
:
Boca Raton, Fla. : CRC Press/Taylor & Francis, c2010.
Physical Description
:
xxxvi, 387 p. : ill.
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.
Subject Term
:
Electroencephalography -- Data processing.
Brain -- Diseases -- Diagnosis -- Data processing.
Added Author
:
Ghosh-Dastidar, Samanwoy.
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 286951-1001 | ONLINE | | Elektronik Kütüphane |