Automated EEG Based Diagnosis of Neurological Disorders

  • Author : Hojjat Adeli
  • Publsiher : CRC Press
  • Release : 09 February 2010
  • ISBN : 1439815321
  • Page : 423 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Automated EEG Based Diagnosis of Neurological Disorders written by Hojjat Adeli and published by CRC Press. This book was released on 09 February 2010 with total page 423 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Based on the authors’ groundbreaking research, Automated EEG-Based Diagnosis of Neurological Disorders: Inventing the Future of Neurology 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 readers with these three distinct paradigms. After extensive research and the discovery of relevant mathematical markers, the authors present a methodology for epilepsy diagnosis and seizure detection that offers an exceptional accuracy rate of 96 percent. They examine technology that has the potential to impact and transform neurology practice in a significant way. They also include some preliminary results towards EEG-based diagnosis of Alzheimer’s disease. The methodology presented in the book is especially versatile and can be adapted and applied for the diagnosis of other brain disorders. The senior author is currently extending the new technology to diagnosis of ADHD and autism. A second contribution made by the book is its presentation and advancement of Spiking Neural Networks as the seminal foundation of a more realistic and plausible third generation neural network.

Automated EEG Based Diagnosis of Neurological Disorders

Automated EEG Based Diagnosis of Neurological Disorders
Author: Hojjat Adeli,Samanwoy Ghosh-Dastidar
Publisher: CRC Press
Relase: 2010-02-09
ISBN: 1439815321
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