Classification of EEG signals using the wavelet transform.
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Publication:1391491
DOI10.1016/S0165-1684(97)00038-8zbMath1051.92504MaRDI QIDQ1391491
Alex Sergejew, Ah Chung Tsoi, Neep Hazarika, Jean Zhu Chen
Publication date: 22 July 1998
Published in: Signal Processing (Search for Journal in Brave)
Biomedical imaging and signal processing (92C55) Neural networks for/in biological studies, artificial life and related topics (92B20) Medical applications (general) (92C50) Numerical methods for wavelets (65T60)
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Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform ⋮ Implementing eigenvector methods/probabilistic neural networks for analysis of EEG signals ⋮ Estimation of the instantaneous amplitude and the instantaneous frequency of audio signals using complex wavelets ⋮ A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals
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