3 papers
cs.HC2024
sEMG-based Gesture-Free Hand Intention Recognition: System, Dataset, Toolbox, and Benchmark Results
Hongxin Li, Jingsheng Tang, Xuechao Xu +5
In sensitive scenarios, such as meetings, negotiations, and team sports, messages must be conveyed without detection by non-collaborators. Previous methods, such as encrypting mess…
eess.SP2022
Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces
Xinbin Liang, Yaru Liu, Yang Yu +3
Objective: Convolutional Neural Networks (CNNs) have shown great potential in the field of Brain-Computer Interfaces (BCIs). The raw Electroencephalogram (EEG) signal is usually re…
cs.HC2022
EEG-Based Detection of Braking Intention During Simulated Driving
Xinbin Liang, Yang Yu, Yadong Liu +3
Accurately detecting and identifying drivers' braking intention is the basis of man-machine driving. In this paper, we proposed an electroencephalographic (EEG)-based braking inten…