Efficiently updating ECG-based biometric authentication based on incremental learning J Kim, G Yang, J Kim, S Lee, KK Kim, C Park Sensors 21 (5), 1568, 2021 | 20 | 2021 |
The effects of layer-wise relevance propagation-based feature selection for EEG classification: A comparative study on multiple datasets H Nam, JM Kim, WH Choi, S Bak, TE Kam Frontiers in Human Neuroscience 17, 1205881, 2023 | 8 | 2023 |
Feature selection based on layer-wise relevance propagation for eeg-based mi classification H Nam, JM Kim, TE Kam 2023 11th International Winter Conference on Brain-Computer Interface (BCI), 1-3, 2023 | 4 | 2023 |
MARS: Multiagent reinforcement learning for spatial–spectral and temporal feature selection in EEG-based BCI DH Shin, YH Son, JM Kim, HJ Ahn, JH Seo, CH Ji, JW Han, BJ Lee, ... IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024 | 3 | 2024 |
A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decoding JM Kim, KS Heo, DH Shin, H Nam, DO Won, JH Jeong, TE Kam Expert Systems with Applications 251, 123975, 2024 | 2 | 2024 |
Meta-eeg: Meta-learning-based class-relevant eeg representation learning for zero-calibration brain–computer interfaces JW Han, S Bak, JM Kim, WH Choi, DH Shin, YH Son, TE Kam Expert Systems with Applications 238, 121986, 2024 | 2 | 2024 |
A Unified Multi-Modality Fusion Framework for Deep Spatio-Temporal-Spectral Feature Learning in Resting-State fMRI Denoising M Lim, KS Heo, JM Kim, B Kang, W Lin, H Zhang, D Shen, TE Kam IEEE Journal of Biomedical and Health Informatics, 2024 | 1 | 2024 |
SAT-Net: SincNet-Based Attentive Temporal Convolutional Network for Motor Imagery Classification JM Kim, S Bak, H Nam, WH Choi, DH Kim, TE Kam 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023 | 1 | 2023 |
정보집약적인 동작 상상 뇌파 분류를 위한 Layer-wise Relevance Propagation 기반 채널 가지치기 최우혁, 남현영, 김준모, 박소연, 감태의 한국정보과학회 학술발표논문집, 741-743, 2024 | | 2024 |
Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface JM Kim, S Bak, H Nam, WH Choi, TE Kam 2024 12th International Winter Conference on Brain-Computer Interface (BCI), 1-4, 2024 | | 2024 |