Detection of Epileptic Seizures from Wavelet Scalogram of EEG Signal Using Transfer Learning with AlexNet Convolutional Neural Network

Epilepsy is one of the most predominant disorders of neurology that affects the overall population, especially the people living in developing countries. The hospitals and diagnostic centers normally use manual techniques for the identification of epilepsy. Diagnostic accuracy mostly depend on the e...

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Bibliographic Details

Published in:	2020 23rd International Conference on Computer and Information Technology (ICCIT) pp. 1 - 5
Main Authors:	Roy, Amit Dutta, Islam, Muhammad Muinul
Format:	Conference Proceeding
Language:	English
Published:	IEEE 19-12-2020
Subjects:	AlexNet convolutional neural network Convolutional neural networks electroencephalogram Electroencephalography Epilepsy seizure Statistics Support vector machines Time-frequency analysis Transfer learning
Online Access:	Get full text
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