3 papers
cs.LG2026
NeuroCanvas: VLLM-Powered Robust Seizure Detection by Reformulating Multichannel EEG as Image
Yan Chen, Jie Peng, Moajjem Hossain Chowdhury +2
Accurate and timely seizure detection from Electroencephalography (EEG) is critical for clinical intervention, yet manual review of long-term recordings is labor-intensive. Recent…
cs.LG2026
Geometry- and Relation-Aware Diffusion for EEG Super-Resolution
Laura Yao, Gengwei Zhang, Moajjem Chowdhury +2
Recent electroencephalography (EEG) spatial super-resolution (SR) methods, while showing improved quality by either directly predicting missing signals from visible channels or ada…
cs.HC2025
AdaptiveCoPilot: Design and Testing of a NeuroAdaptive LLM Cockpit Guidance System in both Novice and Expert Pilots
Shaoyue Wen, Michael Middleton, Songming Ping +12
Pilots operating modern cockpits often face high cognitive demands due to complex interfaces and multitasking requirements, which can lead to overload and decreased performance. Th…