3 papers
cs.LG2026
ERP-XTTN: Interpretable Prototype-Guided Cross-Attention for Cross-Subject ERP Classification
Charlotte Genevier Wyman, Leanne Hirshfield
Interpretable brain-computer interface classifiers that generalize across subjects without calibration remain an open challenge. We test whether prototype-based cross-attention can…
cs.HC2026
Leveraging fNIRS to Evaluate Workload for Adaptive Training in Virtual Reality
Cara A. Spencer, Christopher D. Wickens, Jalynn B. Nicoly +7
Advance in technology offer the potential for future adoption of a combination of virtual reality (VR) and real-time adaptivity to enhance training and education. Providing a valid…
cs.CY2026
Behavioral Outcomes of Human Cognitive Security within an Integrative Modeling Framework
Aaron R. Allred, Erin E. Richardson, Sarah R. Bostrom +5
Human decision-making under uncertainty faces growing challenges from information-based threats that pose risks to human cognitive processes and behavior. Although their potential…