A novel approach to signal classification with an application to identifying the alcoholic brain

• Published in: Applied soft computing Vol. 43; pp. 406 - 414
• Main Authors: Roy, Arnab, David Schaffer, J., Laramee, Craig B.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.06.2016
• Subjects: EEG; Evoked response potentials; Evolutionary computation; Signal processing; Temporal pattern detectors; Signal processing; Temporal pattern detectors; EEG; Evoked response potentials; Evolutionary computation

[Display omitted] •Evolving temporal pattern detectors for signal classification.•We make no assumptions regarding the spectral characteristics of the data.•The classification accuracies are comparable to the conventional techniques.•Located EEG-sensors that showed abnormal electrical behavior for t...