Working Paper (In Preparation)
A novel tensor-based statistical framework extending MCCA to high-dimensional datasets, preserving structural information in multi-view neuroimaging analysis.
Working Paper (Under Review)
Proposing a ‘Linear-First’ decision rule using Paired Non-Inferiority Tests (TOST) to balance decoding accuracy against computational cost.
Working Paper (Under Review)
A geometric framework that diagnoses BCI performance degradation by separating signal drift into raw sensor variability and feature-space distortions.
Working Paper (Under Review)
Introducing a ‘Confidence-Interval Gating’ mechanism to quantify uncertainty in distributional shift measurements, enabling robust strategy selection for BCI decoding.