STATISTICAL CRITERION FOR DETECTION OF EVOKED POTENTIALS
F. N. Grigoriev, N. A. Kuznetsov
Kotelínikov Institute of Radio-engineering and Electronics of RAS
March 25, 2013
Abstract: The criterion of von Neumann-Pearson is proposed for the detection of evoked potentials (EP) in the
electroencephalogram (EEG) signals. The optimal algorithm for the detection of the EP was
synthesized. The modeling confirmed its efficiency.
Key words: evoked potentials, electroencephalography, Neyman-Pearson statistical
criterion, correlation functions, modeling.