A periodogram-based method for the detection of steady-state visually evoked potentials

The task of objective perimetry is to scan the visual field and find an answer about the function of the visual system. Flicker-burst stimulation-a physiological sensible combination of transient and steady-state stimulation-is used to generate deterministic sinusoidal responses or visually evoked potentials (VEPs) at the visual cortex, which are derived from the electroencephalogram by a suitable electrode array. Here, the authors develop a new method for the detection of VEPs. Based on the periodogram of a time-series, they test the data for the presence of hidden periodic components, which correspond to steady-state VEPs. The method is applied successfully to real data.

[1]  Walter L. Smith Probability and Statistics , 1959, Nature.

[2]  Richard A. Davis,et al.  Time Series: Theory and Methods , 2013 .

[3]  U. Trautwein,et al.  Time-frequency analysis of flicker-burst visual evoked responses , 1995, Proceedings of 17th International Conference of the Engineering in Medicine and Biology Society.

[4]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[5]  Flávio Codeço Coelho,et al.  Testing recruitment in the EEG under repetitive photo stimulation using frequency-domain approaches , 1995, Proceedings of 17th International Conference of the Engineering in Medicine and Biology Society.

[6]  D. Regan Human brain electrophysiology: Evoked potentials and evoked magnetic fields in science and medicine , 1989 .

[7]  C. E. Davila,et al.  Objective measurement of visual contrast sensitivity via adaptive matched filtering of steady-state VEPs , 1995, Proceedings of 17th International Conference of the Engineering in Medicine and Biology Society.