Imagination is a significant mental activity of human beings that can serve as a brain-computer interaction (BCI) paradigm, and visual imagery (VI) has become a relatively new BCI paradigm. VI is the ...

Predictive models are often limited by their strong focus on prediction accuracy, leading to potential for shortcut learning and limited out-of-set generalization. Recent interpretability methods have ...