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Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

Expert Systems with Applications · 2008 · Vol. 36(2) · pp. 2027–2036
Hasan Ocak
EEG and Brain-Computer InterfacesBlind Source Separation TechniquesNeural Networks and ApplicationsElectroencephalographyApproximate entropyPattern recognition (psychology)Discrete wavelet transformEpilepsyComputer scienceArtificial intelligenceEntropy (arrow of time)MathematicsWavelet
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References
Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · 2,918 citations
Approximate entropy as a measure of system complexity.
Proceedings of the National Academy of Sciences · 1991 · 5,695 citations
A theory for multiresolution signal decomposition: the wavelet representation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 20,882 citations
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Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy · Scinovex