| 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 | 72 | 2021 |
| 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 34 (2), 739-749, 2021 | 57 | 2021 |
| 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 | 45 | 2020 |
| 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 | 34 | 2019 |
| 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 | 33 | 2021 |
| 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 | 18 | 2019 |
| TransSleep: Transitioning-Aware attention-based deep neural network for sleep staging J Phyo, W Ko, E Jeon, HI Suk IEEE Transactions on Cybernetics, 2022 | 17 | 2022 |
| 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 | 17 | 2020 |
| 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 | 13 | 2022 |
| 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 | 12 | 2021 |
| 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 | 9 | 2021 |
| 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 | 8 | 2020 |
| 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 | 7 | 2022 |
| 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 | 7 | 2022 |
| Fine-grained attention for weakly supervised object localization J Sohn, E Jeon, W Jung, E Kang, HI Suk arXiv preprint arXiv:2104.04952, 2021 | 4 | 2021 |
| 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 | 3 | 2021 |
| 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 | 2 | 2021 |
| Spectro-spatio-temporal eeg representation learning for imagined speech recognition W Ko, E Jeon, HI Suk Asian Conference on Pattern Recognition, 335-346, 2021 | 1 | 2021 |
| An introduction to neural networks and deep learning AW Mulyadi, JS Yoon, E Jeon, W Ko, HI Suk Deep Learning for Medical Image Analysis, 3-31, 2024 | | 2024 |
| 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 IEEE Transactions on Medical Imaging, 2023 | | 2023 |
Heung-Il SukDept. of Artificial Intelligence, Dept. of Brain and Cognitive Engineering, KoreaVerified email at korea.ac.kr
