IEEE

Improved Accuracy for Subject-Dependent and Subject-Independent Deep Learning-Based SSVEP BCI Classification: A User-Friendly Approach

Abstract: In the brain-computer interface, the SSVEP (steady-state visual evoked potential) method serves to foster collaboration between humans and robots. SSVEP-based detection methods require ...
GitHub

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

Current GUI grounding approaches rely heavily on large-scale pixel-level annotations and training-time optimization, which are expensive, inflexible, and difficult to scale to new domains. we observe ...
IEEE

A Web-Based Interface That Leverages Machine Learning to Assess an Individual’s Vulnerability to Brain Stroke

Abstract: Cerebral stroke is a major global health issue, contributing to high mortality and long-term disability. Early identification of individuals at high risk of stroke can significantly improve ...
GitHub

FMUGym: An Interface for Reinforcement Learning-based Control of Functional Mock-up Units under Uncertainties

This project provides an interface for reinforcement learning(RL)-based control of functional mock-up units (FMUs) under uncertainties. The interface is designed to be compatible with the Functional ...