EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
Provides the knowledge necessary to classify EEG brain signals for the detection of epileptic seizures using machine learning techniques
Sandeep Kumar Satapathy (Author), Satchidananda Dehuri (Author), Alok Kumar Jagadev (Author), Shruti Mishra (Author)
9780128174265
Paperback / softback, published 14 February 2019
134 pages
22.9 x 15.2 x 1 cm, 0.45 kg
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 si]
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Details:EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
Provides the knowledge necessary to classify EEG brain signals for the detection of epileptic seizures using machine learning techniques
Sandeep Kumar Satapathy (Author), Satchidananda Dehuri (Author), Alok Kumar Jagadev (Author), Shruti Mishra (Author)
9780128174265
Paperback / softback, published 14 February 2019
134 pages
22.9 x 15.2 x 1 cm, 0.45 kg
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 si]
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£43.95
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Product Description
EEG Brain Signal Classification for Epileptic Seizure Disorder Detection
Provides the knowledge necessary to classify EEG brain signals for the detection of epileptic seizures using machine learning techniques
Sandeep Kumar Satapathy (Author), Satchidananda Dehuri (Author), Alok Kumar Jagadev (Author), Shruti Mishra (Author)
9780128174265
Paperback / softback, published 14 February 2019
134 pages
22.9 x 15.2 x 1 cm, 0.45 kg
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 si]
Product Specifications
General | |
|---|---|
Brand | Elsevier Science Publishing Co Inc |
Type | Textbook |
Language | English |
Format | Paperback |
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