Recursive Least Squares based Seizure Detection of Epileptic EEG signals

Dhanalekshmi P. Yedurkar,Shilpa P. Metkar

2021 9th International Electrical Engineering Congress (iEECON)（2021）

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摘要

In this research paper, multiresolutional recursive least squares (RLS) method is proposed for the automatic epileptic seizure identification present in the electroencephalogram (EEG) signals and detection is performed using relative band power feature map. The main aim of this method is to improve the seizure classification accuracy of the epileptic EEG signals. In the proposed RLS based approach...

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关键词

Support vector machines,Electrical engineering,Sensitivity,Adaptive filters,Medical services,Feature extraction,Electroencephalography

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