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A Consensus Model For Electroencephalogram Data Via The S-Transform, Andrew Coady Young
A Consensus Model For Electroencephalogram Data Via The S-Transform, Andrew Coady Young
Electronic Theses and Dissertations
A consensus model combines statistical methods with signal processing to create a better picture of the family of related signals. In this thesis, we will consider 32 signals produced by a single electroencephalogram (EEG) recording session. The consensus model will be produced by using the S-Transform of the individual signals and then normalized to unit energy. A bootstrapping process is used to produce a consensus spectrum. This leads to the consensus model via the inverse S-Transform of the consensus spectrum. The method will be applied to both a control and experimental EEG to show how the results can be used …