Pre-print out arxiv.org/abs/2504.10028
If you decide to click on this URL too quickly, you might just skip a cognitive operation! We combine Hidden Multivariate Pattern analysis (HMP) and deep learning (Mamba/State Space Models) to detect cognitive operations at a trial level from EEG data.
Understanding the sequence of cognitive operations that underlie decision-making is a fundamental challenge in cognitive neuroscience. Traditional approaches often rely on group-level statistics, whic...
