دانلود کتاب EEG Brain Signal Classification for Epileptic Seizure Disorder Detection

Name: EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
Availability: InStock
Author: Sandeep Kumar Satapathy
ISBN: 0128174269,9780128174265

by Sandeep Kumar Satapathy, Satchidananda Dehuri, Alok Kumar Jagadev, Dr. Shruti Mishra

عنوان فارسی: EEG مغز طبقه بندی سیگنال برای تشنج مبتلا به صرع تشخیص اختلال
ناشر: Academic Press
سال: 2019
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 134-127
شابک: 0128174269,9780128174265
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 7.86 مگابایت

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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.