Evolutionary optimization of classifiers and features for single-trial EEG Discrimination

• Published in: Biomedical engineering online Vol. 6; no. 1; p. 32
• Main Authors: Åberg, Malin CB, Wessberg, Johan
• Format: Journal Article
• Language: English
• Published: England BioMed Central Ltd 23.08.2007; BioMed Central; BMC
• Subjects: Adult; Algorithms; Analysis; Artificial Intelligence; Bioinformatics and Computational Biology; Bioinformatik och beräkningsbiologi; Brain Mapping - methods; Diagnosis, Computer-Assisted - methods; Discriminant Analysis; Electroencephalography; Electroencephalography - methods; Evoked Potentials, Motor - physiology; Female; Fysiologi och anatomi; Humans; Male; Methods; Motor Cortex - physiology; Pattern Recognition, Automated - methods; Physiology and Anatomy; Signal Processing; Signalbehandling; Sweden

State-of-the-art signal processing methods are known to detect information in single-trial event-related EEG data, a crucial aspect in development of real-time applications such as brain computer interfaces. This paper investigates one such novel approach, evaluating how individual classifier and fe...