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Sung-Jin Kim
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Rethinking CNN architecture for enhancing decoding performance of motor imagery-based EEG signals
SJ Kim, DH Lee, SW Lee
IEEE Access 10, 96984-96996, 2022
142022
Subject-independent brain-computer interface for decoding high-level visual imagery tasks
DH Lee, DK Han, SJ Kim, JH Jeong, SW Lee
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
102021
Cropcat: Data augmentation for smoothing the feature distribution of eeg signals
SJ Kim, DH Lee, YW Choi
2023 11th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2023
52023
An EEGgram-based neural network enhancing the decoding performance of visual imagery EEG signals to control the drone swarm
SJ Kim, DH Lee, SW Lee
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
42022
Decoding High–level Imagined Speech using Attention–based Deep Neural Networks
DH Lee, SJ Kim, KW Lee
2022 10th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2022
42022
Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals
KW Lee, DH Lee, SJ Kim, SW Lee
2022 IEEE International Conference on Engineering in Medicine and Biology …, 2022
32022
Towards Domain-free Transformer for Generalized EEG Pre-training
SJ Kim, DH Lee, HG Kwak, SW Lee
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024
22024
Classification of distraction levels using hybrid deep neural networks from EEG signals
DH Lee, SJ Kim, YW Choi
2023 11th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2023
22023
DAL: Feature learning from overt speech to decode imagined speech-based EEG signals with convolutional autoencoder
DH Lee, SJ Kim, SW Lee
arXiv preprint arXiv:2107.07064, 2021
22021
Influence of Video Dynamics on EEG-based Single-Trial Video Target Surveillance System
HG Kwak, SJ Kim, HT Han, JH Jeong
2024 12th International Winter Conference on Brain-Computer Interface (BCI), 1-5, 2024
2024
Decoding EEG–based Workload Levels Using Spatio–temporal Features Under Flight Environment
DH Lee, SJ Kim, SH Kim
2024 12th International Winter Conference on Brain-Computer Interface (BCI), 1-5, 2024
2024
A Distributed Inference System for Detecting Task-wise Single Trial Event-Related Potential in Stream of Satellite Images
SJ Kim, HG Kwak, HT Han, DH Lee, JH Jeong
2024 12th International Winter Conference on Brain-Computer Interface (BCI), 1-5, 2024
2024
TOINet: Transfer Learning from Overt Speech-to Imagined Speech-Based EEG Signals with Convolutional Autoencoder
DH Lee, SJ Kim, HT Han, SW Lee
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023
2023
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