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Title: NeuroAI Lab. · GitHub

Open Graph Title: NeuroAI Lab.

X Title: NeuroAI Lab.

Description: Neuroengineering & Artificial Intelligence Lab in the Dept. of Electronics and Communications Engineering at Kwangwoon Univ. - NeuroAI Lab.

Open Graph Description: Neuroengineering & Artificial Intelligence Lab in the Dept. of Electronics and Communications Engineering at Kwangwoon Univ. - NeuroAI Lab.

X Description: Neuroengineering & Artificial Intelligence Lab in the Dept. of Electronics and Communications Engineering at Kwangwoon Univ. - NeuroAI Lab.

Mail addresses
msl@kw.ac.kr

Opengraph URL: https://github.com/Neuro-AI-Lab

X: @github

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We passed the first round 2020 of the Korean artificial intelligence Grand Challenge and won third place on the voice recognition track in the second round 2021.https://www.kw.ac.kr/ko/life/newsletter.jsp?BoardMode=view&DUID=34954
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D. H. Kim and Y.-S. Choi, "Semi-supervised graph contrastive learning for emotion recognition based on electroencephalogram signals," Engineering Applications of Artificial Intelligence, vol. 161, part A, Dec. 2025. https://www.sciencedirect.com/science/article/pii/S0952197625019773
M. S. Lee, D. H. Kim, and Y.-S. Choi, "Enhancing EEG-based Emotion Recognition Using Sparse Dynamic Graph CNN with ℓ2,1 -norm", IEEE Sensors Journal, vol. 25, no. 22, Nov 2025. https://ieeexplore.ieee.org/abstract/document/11195977
Y.-H. Jeong and Y.-S. Choi, "Diffusion-Phys: noise-robust heart rate estimation from facial videos via diffusion models," Biomedical Engineering Letters, p. 1-11, Apr. 2025. https://link.springer.com/article/10.1007/s13534-025-00472-w
J.-H. Kim and Y.-S. Choi, "Lightweight Pre-Trained Korean Language Model Based on Knowledge Distillation and Low-Rank Factorization," Entropy, vol. 27, no. 4, p. 379, Apr. 2025. https://www.mdpi.com/1099-4300/27/4/379
S. S. Park, Y.-S. Choi, "Spiking neural networks for physiological and speech signals: a review," Biomedical Engineering Letters, p. 1-12, June. 2024. https://link.springer.com/article/10.1007/s13534-024-00404-0
D. H. Kim, J.-O. Park, D.-Y. Lee, and Y.-S. Choi, "Multiscale distribution entropy analysis of short epileptic EEG signals, " Mathematical Biosciences and Engineering, vol. 21, no. 4, Apr. 2024. https://www.aimspress.com/article/doi/10.3934/mbe.2024245
C.-M. Kim and Y.-S. Choi, "Quantifying Heart Rate Variability Using Multiscale Fuzzy Dispersion Entropy," IEEE Access, vol. 12, p. 31066 - 31077, Feb. 2024. https://ieeexplore.ieee.org/document/10445153?source=authoralert
S. Oh and Y.-S. Choi, "Detection of Ventricular Fibrillation Using Ensemble Empirical Mode Decomposition of ECG Signals," Electronics, vol. 13, no. 4, p. 695, Feb. 2024. https://www.mdpi.com/2079-9292/13/4/695
Y. Kim and Y.-S. Choi, "Multiscale Cumulative Residual Dispersion Entropy with Applications to Cardiovascular Signals," Entropy, vol. 25, no. 11, p. 1562, Nov. 2023. https://www.mdpi.com/1099-4300/25/11/1562
J. C. Choi, H.-J. Park, J. A. Park, D. R. Kang, Y.-S. Choi, S. Choi, H. G. Lee, J.-H. Choi, I.-H. Choi, M. W. Yoon, J.-M. Lee, and J. Kim, "The increased analgesic efficacy of cold therapy after an unsuccessful analgesic experience is associated with inferior parietal lobule activation," Scientific Reports, no. 12, article number 14687, 2022.https://www.nature.com/articles/s41598-022-18181-0
H. K. Lee and Y.-S. Choi, “Regularized Task-Related Component Analysis for Robust SSVEP-based Brain-Computer Interface,” IET Electronics Letters, vol. 58, no. 16, pp. 603-605, Aug 2022.https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/ell2.12540
H. K. Lee and Y.-S. Choi, “Enhancing SSVEP-Based Brain-Computer Interface with Two-Step Task-Related Component Analysis,” Sensors, vol. 21, pp. 1315-1331, Jan. 2021.https://www.mdpi.com/1424-8220/21/4/1315
D.-Y. Lee and Y.-S. Choi, “Multiscale Distribution Entropy Analysis of Heart Rate Variability Using Differential Inter-Beat Intervals,” IEEE Access, vol. 8, pp. 48761-48773, Mar. 2020. https://ieeexplore.ieee.org/document/9026972?source=authoralert
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