عنوان

Automated EEG-based diagnosis of neurological disorders :

(Number (ISBN

1282902814

(Number (ISBN

1439815313

(Number (ISBN

1439815321

(Number (ISBN

9781282902817

(Number (ISBN

9781439815311

(Number (ISBN

9781439815328

Erroneous ISBN

9781138118201

Number

b704617

Title Proper

Automated EEG-based diagnosis of neurological disorders :

General Material Designation

[Book]

Other Title Information

inventing the future of neurology /

First Statement of Responsibility

Hojjat Adeli, Samanwoy Ghosh-Dastidar ; in corroboration with Nahid Dadmehr.

Place of Publication, Distribution, etc.

Boca Raton, FL :

Name of Publisher, Distributor, etc.

CRC Press/Taylor & Francis,

Date of Publication, Distribution, etc.

©2010.

Specific Material Designation and Extent of Item

1 online resource (xxxvi, 387 pages) :

Other Physical Details

illustrations

Text of Note

Includes bibliographical references and index.

Text of Note

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.

0

Text of Note

Inventing the Future of Neurology based on the authors' groundbreaking research, this book presents a research ideology, a novel multi-paradigm methodology, and advanced computational models for the automated EEG-based diagnosis of neurological disorders. It is based on the ingenious integration of three different computing technologies and problem-solving paradigms: neural networks, wavelets, and chaos theory. The book also includes three introductory chapters that familiarize the readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical.

Source for Acquisition/Subscription Address

Ingram Content Group

Stock Number

TANDF_207454

Title

Automated EEG-based diagnosis of neurological disorders.

International Standard Book Number

9781439815311

Brain-- Diseases-- Diagnosis-- Data processing.

Electroencephalography-- Data processing.

Diagnosis, Computer-Assisted-- methods.

Electroencephalography-- methods.

Nervous System Diseases-- diagnosis.

Electroencephalography-- Data processing

HEALTH & FITNESS-- Diseases-- Nervous System (incl. Brain)

MEDICAL-- Neurology.

HEA-- 039110

MED-- 056000

MJN

Number

Edition

Class number

Book number

Class number

Class number

Book Number

Adeli, Hojjat,1950-

Ghosh-Dastidar, Samanwoy.

Date of Transaction

20201207200355.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y