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Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology |
Hojjat Adeli; Samanwoy Ghosh-Dastidar
Routledge
Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology
Spiking Neural Networks: Spiking Neurons and Learning Algorithms
Authors

Hojjat Adeli; Samanwoy Ghosh-Dastidar

ARI Id

1665930535100_14186433

Access

Not Available Free

Pages

277-306

DOI

10.1201/9781439815328-25

Table of Contents of Book
Showing 1 to 20 of 21 entries
Chapters/HeadingsAuthor(s)PagesInfo
I Basic Concepts
37-38
Introduction
Hojjat Adeli; Samanwoy Ghosh-Dastidar
39-40
Time-Frequency Analysis: Wavelet Transforms
Hojjat Adeli; Samanwoy Ghosh-Dastidar
41-64
Chaos Theory
Hojjat Adeli; Samanwoy Ghosh-Dastidar
65-84
Classifier Designs
Hojjat Adeli; Samanwoy Ghosh-Dastidar
85-104
II Automated EEG-Based Diagnosis of Epilepsy
105-106
Electroencephalograms and Epilepsy
Hojjat Adeli; Samanwoy Ghosh-Dastidar
107-124
Analysis of EEGs in an Epileptic Patient Using Wavelet Transform
Hojjat Adeli; Samanwoy Ghosh-Dastidar
125-154
Wavelet-Chaos Methodology for Analysis of EEGs and EEG Sub-Bands
Hojjat Adeli; Samanwoy Ghosh-Dastidar
155-178
Mixed-Band Wavelet-Chaos Neural Network Methodology
Hojjat Adeli; Samanwoy Ghosh-Dastidar
179-198
Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network
Hojjat Adeli; Samanwoy Ghosh-Dastidar
199-218
Part III: Automated EEG-Based Diagnosis of Alzheimer’s Disease
219-220
Alzheimer’s Disease and Models of Computation: Imaging, Classification, and Neural Models
Hojjat Adeli; Samanwoy Ghosh-Dastidar
221-242
Alzheimer’s Disease: Models of Computation and Analysis of EEGs
Hojjat Adeli; Samanwoy Ghosh-Dastidar
243-256
A Spatio-Temporal Wavelet-Chaos Methodology for EEG-Based Diagnosis of Alzheimer’s Disease
Hojjat Adeli; Samanwoy Ghosh-Dastidar
257-274
Part IV: Third Generation Neural Networks: Spiking Neural Networks
275-276
Spiking Neural Networks: Spiking Neurons and Learning Algorithms
Hojjat Adeli; Samanwoy Ghosh-Dastidar
277-306
Improved Spiking Neural Networks with Application to EEG Classification and Epilepsy and Seizure Detection
Hojjat Adeli; Samanwoy Ghosh-Dastidar
307-340
A New Supervised Learning Algorithm for Multiple Spiking Neural Networks
Hojjat Adeli; Samanwoy Ghosh-Dastidar
341-364
Applications of Multiple Spiking Neural Networks: EEG Classification and Epilepsy and Seizure Detection
Hojjat Adeli; Samanwoy Ghosh-Dastidar
365-382
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 21 entries
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