EEG Brain Signal Classification for Epileptic Seizure Disorder Detection 1st Edition, Kindle Edition 2019
کتاب طبقه بندی سیگنال مغزی EEG برای تشخیص اختلال صرع
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.
- Format Paperback | 134 pages
- Dimensions 152 x 229 x 9mm | 230g
- Publication date 28 Feb 2019
- Publisher Elsevier Science Publishing Co Inc
- Imprint Academic Press Inc
- Publication City/Country San Diego, United States
- Language English
- ISBN10 0128174269
- ISBN13 9780128174265