2 citations · 5 across the 20 of their papers we have counts for
3 papers · 1 filter
Siamese Sleep Transformer For Robust Sleep Stage Scoring With Self-knowledge Distillation and Selective Batch Sampling
Heon-Gyu Kwak, Young-Seok Kweon, Gi-Hwan Shin
In this paper, we propose a Siamese sleep transformer (SST) that effectively extracts features from single-channel raw electroencephalogram signals for robust sleep stage scoring.…
Development of Personalized Sleep Induction System based on Mental States
Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak
Sleep is an essential behavior to prevent the decrement of cognitive, motor, and emotional performance and various diseases. However, it is not easy to fall asleep when people want…
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process
Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak
Many studies have analyzed working memory (WM) from electroencephalogram (EEG). However, little is known about changes in the brain neurodynamics among resting-state (RS) according…