Zhenyao Cui

AUG 19, 2026 · PREPRINT

Beyond Trial Averaging: Anchoring Neural and Visual Representations for Few-Repetition Brain-to-Image Retrieval

arXiv

This is an unreviewed preprint presenting a novel computational method for brain-to-image retrieval with consistent improvements across multiple neuroimaging datasets, but lacking peer review and clinical validation.

AUG 19, 2026 · PREPRINT

SCORE: Subject Coordinate Recovery for Label-Free Cross-Subject EEG-to-Image Retrieval

arXiv

This is a first-report computational methods paper on a novel algorithm for cross-subject EEG-to-image retrieval, lacking clinical validation, peer review, and any outcome measures relevant to clinical practice or neuroscience understanding.