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.
Additional ISBNs
9781439815311, 9781138118201, 1439815313, 1138118206, 9786612902819, 9781439815311, 6612902817, 1439815313
Automated EEG-Based Diagnosis of Neurological Disorders Ebook
Inventing the Future of Neurology
By: Hojjat Adeli
Publisher:
routledge
Print ISBN: 9781138118201, 1138118206
eText ISBN: 9781439815328, 1439815321
Edition: 1st
Pages: 424
Copyright year: 2010
Format: PDF
Available from $ 31.98 USD
SKU: 9781439815328R90
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