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Eunjin Jeon
Eunjin Jeon
Department of Brain and Cognitive Engineering, Korea University
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Multi-scale neural network for EEG representation learning in BCI
W Ko, E Jeon, S Jeong, HI Suk
IEEE Computational Intelligence Magazine 16 (2), 31-45, 2021
652021
Vignet: A deep convolutional neural network for eeg-based driver vigilance estimation
W Ko, K Oh, E Jeon, HI Suk
2020 8th International Winter Conference on Brain-Computer Interface (BCI), 1-3, 2020
442020
Mutual information-driven subject-invariant and class-relevant deep representation learning in BCI
E Jeon, W Ko, JS Yoon, HI Suk
IEEE Transactions on Neural Networks and Learning Systems, 2021
422021
Domain adaptation with source selection for motor-imagery based BCI
E Jeon, W Ko, HI Suk
2019 7th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2019
312019
A survey on deep learning-based short/zero-calibration approaches for EEG-based brain–computer interfaces
W Ko, E Jeon, S Jeong, J Phyo, HI Suk
Frontiers in Human Neuroscience 15, 643386, 2021
262021
Semi-supervised deep adversarial learning for brain-computer interface
W Ko, E Jeon, J Lee, HI Suk
2019 7th international winter conference on brain-computer interface (BCI), 1-4, 2019
172019
Enriched representation learning in resting-state fMRI for early MCI diagnosis
E Jeon, E Kang, J Lee, J Lee, TE Kam, HI Suk
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd ¡¦, 2020
142020
TransSleep: Transitioning-Aware attention-based deep neural network for sleep staging
J Phyo, W Ko, E Jeon, HI Suk
IEEE Transactions on Cybernetics, 2022
122022
A deep generative–discriminative learning for multimodal representation in imaging genetics
W Ko, W Jung, E Jeon, HI Suk
IEEE Transactions on Medical Imaging 41 (9), 2348-2359, 2022
102022
Meta-modulation network for domain generalization in multi-site fMRI classification
J Lee, E Kang, E Jeon, HI Suk
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th ¡¦, 2021
92021
A novel RL-assisted deep learning framework for task-informative signals selection and classification for spontaneous BCIs
W Ko, E Jeon, HI Suk
IEEE Transactions on Industrial Informatics 18 (3), 1873-1882, 2020
72020
Inter-regional high-level relation learning from functional connectivity via self-supervision
W Jung, DW Heo, E Jeon, J Lee, HI Suk
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th ¡¦, 2021
62021
Enhancing contextual encoding with stage-confusion and stage-transition estimation for EEG-based sleep staging
J Phyo, W Ko, E Jeon, HII Suk
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and ¡¦, 2022
52022
Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface
W Ko, E Jeon, JS Yoon, HI Suk
Scientific reports 12 (1), 4587, 2022
52022
Fine-grained attention for weakly supervised object localization
J Sohn, E Jeon, W Jung, E Kang, HI Suk
arXiv preprint arXiv:2104.04952, 2021
32021
Fine-grained Temporal Attention Network for EEG-based Seizure Detection
S Jeong, E Jeon, W Ko, HI Suk
2021 9th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2021
32021
ENGINE: Enhancing neuroimaging and genetic information by neural embedding
W Ko, W Jung, E Jeon, AW Mulyadi, HI Suk
2021 IEEE International Conference on Data Mining (ICDM), 1162-1167, 2021
22021
Spectro-Spatio-Temporal EEG Representation Learning for Imagined Speech Recognition
W Ko, E Jeon, HI Suk
Asian Conference on Pattern Recognition, 335-346, 2021
12021
Module of Axis-based Nexus Attention for weakly supervised object localization
J Sohn, E Jeon, W Jung, E Kang, HI Suk
Scientific Reports 13 (1), 18588, 2023
2023
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning
W Jung, E Jeon, E Kang, HI Suk
arXiv preprint arXiv:2310.03404, 2023
2023
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