Online optimization of visual stimuli for reducing fatigue in SSVEP-based BCIs

摘要

INTRODUCTION: Visual fatigue induced by flickering stimuli has always been a problem to steady state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs). Some previous studies revealed that different stimulation properties such as frequencies, duty cycles and colors have impact on user’s fatigue and performance. Importantly, the stimulation inducing less fatigue usually causes a reduction of system performance [1], and thus to design an optimal visual stimulator for SSVEP-based BCIs, there is a tradeoff between the user’s fatigue and performance. Unfortunately, so far most of the visual fatigue evaluation methods relied on subjective ...