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20202025
most citedConsciousness-ECG Transformer for Conscious State Estimation System with Real-Time Monitoring

2 citations · 5 across the 20 of their papers we have counts for

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cs.HC2025★ 1 cited

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

Gi-Hwan Shin, Young-Seok Kweon, Seungwon Oh +1

Sleep is crucial for memory consolidation, underpinning effective learning. Targeted memory reactivation (TMR) can strengthen neural representations by re-engaging learning circuit…

cs.HC2025

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

Gi-Hwan Shin

Modern lifestyles contribute to insufficient sleep, impairing cognitive function and weakening the immune system. Sleep quality (SQ) is vital for physiological and mental health, m…

cs.AI2025

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

Ji-Ha Park, Heon-Gyu Kwak, Gi-Hwan Shin +4

Brain-computer interface (BCI) research, while promising, has largely been confined to static and fixed environments, limiting real-world applicability. To move towards practical B…

cs.AI2025

Neurophysiological Characteristics of Adaptive Reasoning for Creative Problem-Solving Strategy

Jun-Young Kim, Young-Seok Kweon, Gi-Hwan Shin +1

Adaptive reasoning enables humans to flexibly adjust inference strategies when environmental rules or contexts change, yet its underlying neural dynamics remain unclear. This study…

eess.SP2025★ 2 cited

Consciousness-ECG Transformer for Conscious State Estimation System with Real-Time Monitoring

Young-Seok Kweon, Gi-Hwan Shin, Ji-Yong Kim +2

Conscious state estimation is important in various medical settings, including sleep staging and anesthesia management, to ensure patient safety and optimize health outcomes. Tradi…