3 papers
cs.HC2026
Fatigue-Related Reaction Time Forecasting via EEG Functional Connectivity in Sustained Attention Task
Bo Sun, Liang Ma
Mental fatigue related behavioral performance decline precipitates catastrophic accidents in sustained attention tasks. While existing neurophysiological systems effectively detect…
stat.ME2025
Deep Deterministic Nonlinear ICA via Total Correlation Minimization with Matrix-Based Entropy Functional
Qiang Li, Shujian Yu, Liang Ma +4
Blind source separation, particularly through independent component analysis (ICA), is widely utilized across various signal processing domains for disentangling underlying compone…
stat.AP2025
Efficient Brain Network Estimation with Sparse ICA in Non-Human Primate Neuroimaging
Qiang Li, Liang Ma, Masoud Seraji +4
Independent component analysis (ICA) is widely used to separate mixed signals and recover statistically independent components. However, in non-human primate neuroimaging studies,…