Pukyeong Seo

Explainable Machine-Learning-Based Characterization of Abnormal Cortical Activities for Working Memory of Restless Legs Syndrome Patients

Ki-Young Jung, K. Kim, Min-Ju Kim, 2022, Sensors.

Spatiotemporal Characteristics of Event-Related Potentials Triggered by Unexpected Events during Simulated Driving and Influence of Vigilance

K. Kim, Pukyeong Seo, Hyun Kim, 2021, Sensors.

Characterization of attentional event-related potential from REM sleep behavior disorder patients based on explainable machine learning

Kwang Su Cha, K. Kim, J. Sunwoo, 2023, Comput. Methods Programs Biomed..

Spatiotemporal characteristics of cortical activities of REM sleep behavior disorder revealed by explainable machine learning using 3D convolutional neural network

K. Kim, J. Byun, K. Jung, 2023, Scientific reports.

Emotional arousal due to video stimuli reduces local and inter-regional synchronization of oscillatory cortical activities in alpha- and beta-bands

J. Choi, K. Kim, Pukyeong Seo, 2021, PloS one.