EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

ISBN: 9780128174265
Код товара 126232

Satapathy Sandeep

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

ISBN: 9780128174265
Код товара 126232

14308 ₽  10 016 ₽

В наличии: 1 шт.

  • Автор

    Satapathy Sandeep

  • Издатель

    Elsevier Science

  • Тип обложки

    Paperback

  • Размеры

    153 x 229 x 9

  • Год издания

    2019

  • Вес (г)

    216

  • ISBN

    9780128174265

  • Язык

    ENG

  • Кол-во страниц

    150

О чём книга?

EEG Brain Signal Classification for Epileptic Seizure Disorder Detection provides the knowledge necessary to classify EEG brain signals to detect epileptic seizures using machine learning techniques. Chapters present an overview of machine learning techniques and the tools available, discuss previous studies, present empirical studies on the performance of the NN and SVM classifiers, discuss RBF neural networks trained with an improved PSO algorithm for epilepsy identification, and cover ABC algorithm optimized RBFNN for classification of EEG signal. Final chapter present future developments in the field.

This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need the most recent and promising automated techniques for EEG classification.


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