An efficient epileptic seizure detection based on tunable Q-wavelet transform and DCVAE-stacked Bi-LSTM model using electroencephalogram

The recording and measurement of the electric events of the brain utilizing an electroencephalogram (EEG) has turned out to be a prominent equipment among the plethora of devices used for the analysis of neural ailments in the previous few years, especially for seizure detection. It is condemnatory...

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Veröffentlicht in:	The European physical journal. ST, Special topics Jg. 231; H. 11-12; S. 2425 - 2437
Hauptverfasser:	Sivasaravanababu, S., Prabhu, V., Parthasarathy, V., Mahendran, Rakesh Kumar
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2022 Springer Nature B.V
Schlagworte:	Atomic Bifurcation Delay and Multi Stability in Complex Nonlinear Systems Brain Bursting Oscillations Classical and Continuum Physics Condensed Matter Physics Convulsions & seizures Electroencephalography Epilepsy Feature extraction Indication Machine learning Materials Science Measurement Science and Instrumentation Molecular Optical and Plasma Physics Physics Physics and Astronomy Regular Article Seizures Wavelet transforms
ISSN:	1951-6355, 1951-6401
Online-Zugang:	Volltext
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