现货 Eeg Brain Signal Classification for Epileptic Seizure Disorder Detection[9780128174265]

929 九五品

库存3件

上海宝山

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作者Satapathy, Sandeep Kumar ; Dehuri, Satchidananda ; Jagadev, Alok Kumar ; Mishra, Shruti

出版社Academic Press

ISBN9780128174265

出版时间2019-02

装帧平装

纸张其他

页数134页

正文语种英语

上书时间2023-04-12

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商品描述: 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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