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EEG signal classification using wavelet feature extraction and a mixture of expert model

Expert Systems with Applications · 2006 · Vol. 32(4) · pp. 1084–1093

Abdülhamit Subaşı✉(Kahramanmaraş Sütçü İmam University)

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EEG and Brain-Computer Interfaces Blind Source Separation Techniques Neural Networks and ApplicationsComputer sciencePattern recognition (psychology)Modular neural networkArtificial intelligenceArtificial neural networkWaveletModular designDiscrete wavelet transformInvariant (physics)Electroencephalography

Citations

1,149

FWCI

6.86

field-weighted impact

References

26

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98%

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References

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Neural Computation · 1994 · 2,597 citations

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

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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

On Convergence Properties of the EM Algorithm for Gaussian Mixtures

Neural Computation · 1996 · 759 citations

Adaptive Mixtures of Local Experts

Neural Computation · 1991 · 4,795 citations

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