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The effect of monitor raster latency on VEPs, ERPs and Brain-Computer Interface performance
Sebastian Nagel1, Werner Dreher1, Wolfgang Rosenstiel1
1Department of Computer Science (Wilhelm-Schickard-Institute), University of Tübingen, Sand 14, 72076 Tübingen, Germany.
Background:
Visual neuroscience experiments and Brain-Computer Interface (BCI) control often require strict timings in a millisecond scale. As most experiments are performed using a personal computer (PC), the latencies that are introduced by the setup should be taken into account and be corrected. As a standard computer monitor uses a rastering to update each line of the image sequentially, this causes a monitor raster latency which depends on the position, on the monitor and the refresh rate.
New Method:
We technically measured the raster latencies of different monitors and present the effects on visual evoked potentials (VEPs) and event-related potentials (ERPs). Additionally we present a method for correcting the monitor raster latency and analyzed the performance difference of a code-modulated VEP BCI speller by correcting the latency.
Comparison With Existing Methods:
There are currently no other methods validating the effects of monitor raster latency on VEPs and ERPs.
Results:
The timings of VEPs and ERPs are directly affected by the raster latency. Furthermore, correcting the raster latency resulted in a significant reduction of the target prediction error from 7.98% to 4.61% and also in a more reliable classification of targets by significantly increasing the distance between the most probable and the second most probable target by 18.23%.
Conclusions:
The monitor raster latency affects the timings of VEPs and ERPs, and correcting resulted in a significant error reduction of 42.23%. It is recommend to correct the raster latency for an increased BCI performance and methodical correctness.
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