Eeg Brain Signal Classification for Epileptic Seizure Disorder Detection

by Satchidananda Dehuri, Sandeep Kumar Satapathy, Alok Kumar Jagadev, et al.

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...

• Format: Paperback
• Language: English
• ISBN: 0128174269
• ISBN13: 9780128174265
• Release Date: February 2019
• Publisher: Academic Press
• Length: 134 Pages
• Weight: 0.42 lbs.
• Dimensions: 0.3" x 6.0" x 9.0"