3 papers
cs.HC2020
Prediction of Event Related Potential Speller Performance Using Resting-State EEG
Gi-Hwan Shin, Minji Lee, Hyeong-Jin Kim +1
Event-related potential (ERP) speller can be utilized in device control and communication for locked-in or severely injured patients. However, problems such as inter-subject perfor…
q-bio.NC2020
End-to-End Automatic Sleep Stage Classification Using Spectral-Temporal Sleep Features
Hyeong-Jin Kim, Minji Lee, Seong-Whan Lee
Sleep disorder is one of many neurological diseases that can affect greatly the quality of daily life. It is very burdensome to manually classify the sleep stages to detect sleep d…
cs.HC2020
A BCI based Smart Home System Combined with Event-related Potentials and Speech Imagery Task
Hyeong-Jin Kim, Min-Ho Lee, Minji Lee
Recently, smart home systems based on brain-computer interface (BCI) has attracted a wide range of interests in both industry and academia. However, the current BCI system has seve…