8 citations · 14 across the 3 of their papers we have counts for
4 papers
Dynamic Ensemble Bayesian Filter for Robust Control of a Human Brain-machine Interface
Yu Qi, Xinyun Zhu, Kedi Xu +6
Objective: Brain-machine interfaces (BMIs) aim to provide direct brain control of devices such as prostheses and computer cursors, which have demonstrated great potential for mobil…
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN
Tao Fang, Yu Qi, Gang Pan
Reconstructing seeing images from fMRI recordings is an absorbing research area in neuroscience and provides a potential brain-reading technology. The challenge lies in that visual…
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces
Yu Qi, Bin Liu, Yueming Wang +1
Brain-computer interfaces (BCIs) have enabled prosthetic device control by decoding motor movements from neural activities. Neural signals recorded from cortex exhibit nonstationar…
Sequential online prediction in the presence of outliers and change points: an instant temporal structure learning approach
Bin Liu, Yu Qi, Ke-Jia Chen
In this paper, we consider sequential online prediction (SOP) for streaming data in the presence of outliers and change points. We propose an INstant TEmporal structure Learning (I…