A Study on Person Verification Using Electroencephalograms Evoked by Unperceivable Vibration Stimuli

In this study, the person verification using brainwaves evoked by unperceivable vibration stimulation is proposed. Brainwaves in the participants were measured while they were given unperceivable vibration stimuli, and their inducibility and individuality were examined on the basis of a t-test using spectral content rates in θ, α, and β wavebands. In addition, the verification performance using the content rates as an individual feature was evaluated using Euclidian distance matching. The average equal error rate of all electrodes was approximately 34%.