142 citations · 170 across the 2 of their papers we have counts for
2 papers
cs.NE2022★ 28 cited
Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer Interfaces
Jian Cui, Liqiang Yuan, Zhaoxiang Wang +2
As deep learning has achieved state-of-the-art performance for many tasks of EEG-based BCI, many efforts have been made in recent years trying to understand what have been learned…
eess.SP2021★ 142 cited
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG
Jian Cui, Zirui Lan, Yisi Liu +4
Driver drowsiness is one of main factors leading to road fatalities and hazards in the transportation industry. Electroencephalography (EEG) has been considered as one of the best…