arxivcs.LGcs.AI2026-07-03
Cross-Subject Semantic Decoding with Shared-Space Alignment for Generalized Neural Representation Learning
Ji-Hoon Heo, Aleksandra Joanna Wisniewska, Seo-Hyun Lee, Seong-Whan Lee
Generalizing across subjects remains challenging in invasive neural recordings because electrode configurations, anatomical structures, and neural signal patterns vary substantially across individuals. To investigate such inter-subject variability, we propose a cross-subject sema…