Abstract: Vigilance estimation is a critical task within the field of brain–computer interfaces, extensively applied in monitoring and optimizing user states during human–machine interaction using ...

Abstract: Deep learning models in computer vision face challenges such as high computational resource demands and limited generalization in practical scenarios. To address these issues, this study ...