Gi-Hwan Shin

According to our database, Gi-Hwan Shin authored at least 26 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Pre-Estimation System of Falling Asleep Process Using Distribution-Based Deep Learning Model With Polysomnography.

Seungwon Oh, Young-Seok Kweon, Gi-Hwan Shin, Seong-Whan Lee

IEEE Trans. Syst. Man Cybern. Syst., June, 2026

Consciousness-ECG transformer for conscious state estimation system with real-time monitoring.

Young-Seok Kweon, Gi-Hwan Shin, Ji-Yong Kim, Bokyeong Ryu, Seong-Whan Lee

Expert Syst. Appl., 2026

2025

Personalized targeted memory reactivation enhances consolidation of challenging memories via slow wave and spindle dynamics.

Gi-Hwan Shin, Young-Seok Kweon, Seungwon Oh, Seong-Whan Lee

CoRR, November, 2025

A Quantitative Framework for Assessing Sleep Quality from EEG Time Series in Complex Dynamic Systems.

Gi-Hwan Shin

CoRR, November, 2025

Toward Practical BCI: A Real-time Wireless Imagined Speech EEG Decoding System.

Ji-Ha Park, Heon-Gyu Kwak, Gi-Hwan Shin, Yoo-In Jeon, Sun-Min Park, Ji-Yeon Hwang, Seong-Whan Lee

CoRR, November, 2025

Neurophysiological Characteristics of Adaptive Reasoning for Creative Problem-Solving Strategy.

Jun-Young Kim, Young-Seok Kweon, Gi-Hwan Shin, Seong-Whan Lee

CoRR, November, 2025

Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms.

Heon-Gyu Kwak, Gi-Hwan Shin, Yeon-Woo Choi, Dong-Hoon Lee, Yoo-In Jeon, Jun-Su Kang, Seong-Whan Lee

Proceedings of the 13th International Conference on Brain-Computer Interface, 2025

2024

MEDi-SOL: Multi Ensemble Distribution Model for Estimating Sleep Onset Latency.

Seungwon Oh, Young-Seok Kweon, Gi-Hwan Shin, Seong-Whan Lee

IEEE J. Biomed. Health Informatics, July, 2024

Impact of Nap on Performance in Different Working Memory Tasks Using EEG.

Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak, Ha-Na Jo

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography.

Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Ha-Na Jo

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats.

Ha-Na Jo, Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak

Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

2023

Impact of Nap on Performance in Different Working Memory Tasks Using EEG.

Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak, Ha-Na Jo, Seong-Whan Lee

CoRR, 2023

Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats.

Ha-Na Jo, Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Seong-Whan Lee

CoRR, 2023

Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography.

Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Ha-Na Jo, Seong-Whan Lee

CoRR, 2023

Neurophysiological Response Based on Auditory Sense for Brain Modulation Using Monaural Beat.

Ha-Na Jo, Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak, Seong-Whan Lee

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Changes in Power and Information Flow in Resting-state EEG by Working Memory Process.

Gi-Hwan Shin, Young-Seok Kweon, Heon-Gyu Kwak

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

Development of Personalized Sleep Induction System based on Mental States.

Young-Seok Kweon, Gi-Hwan Shin, Heon-Gyu Kwak

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

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

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

2022

Differential EEG Characteristics during Working Memory Encoding and Re-encoding.

Gi-Hwan Shin, Young-Seok Kweon

Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

Possibility of Sleep Induction using Auditory Stimulation based on Mental States.

Young-Seok Kweon, Gi-Hwan Shin

Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021

Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running.

Young Eun Lee, Gi-Hwan Shin, Minji Lee, Seong-Whan Lee

CoRR, 2021

Predicting the Transition from Short-term to Long-term Memory based on Deep Neural Network.

Gi-Hwan Shin, Young-Seok Kweon, Minji Lee

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG.

Young-Seok Kweon, Heon-Gyu Kwak, Gi-Hwan Shin, Minji Lee

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2020

Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus.

Minji Lee, Gi-Hwan Shin, Seong-Whan Lee

IEEE Access, 2020

Assessment of Unconsciousness for Memory Consolidation Using EEG Signals.

Gi-Hwan Shin, Minji Lee, Seong-Whan Lee

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Prediction of Event Related Potential Speller Performance Using Resting-State EEG.

Gi-Hwan Shin, Minji Lee, Hyeong-Jin Kim, Seong-Whan Lee

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020