1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Self-supervised Contrastive Learning for EEG-based Sleep Staging
Xue Jiang, Jianhui Zhao, Bo Du +1
EEG signals are usually simple to obtain but expensive to label. Although supervised learning has been widely used in the field of EEG signal analysis, its generalization performan…
cs.LG2021★ 1 cited
MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging
Xue Jiang
Sleep staging based on electroencephalogram (EEG) plays an important role in the clinical diagnosis and treatment of sleep disorders. In order to emancipate human experts from heav…
cs.LG2019
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces
Xue Jiang, Xiao Zhang, Dongrui Wu
Deep learning has made significant breakthroughs in many fields, including electroencephalogram (EEG) based brain-computer interfaces (BCIs). However, deep learning models are vuln…