| Deep learning application to clinical decision support system in sleep stage classification D Kim, J Lee, Y Woo, J Jeong, C Kim, DK Kim Journal of Personalized Medicine 12 (2), 136, 2022 | 21 | 2022 |
| Zero-keep filter pruning for energy/power efficient deep neural networks Y Woo, D Kim, J Jeong, YW Ko, JG Lee Electronics 10 (11), 1238, 2021 | 6 | 2021 |
| Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification J Jeong, W Yoon, JG Lee, D Kim, Y Woo, DK Kim, HW Shin Sleep 46 (12), zsad242, 2023 | 3 | 2023 |
| Evaluation of OSA Patient Sleep Stage Classification Performance Using a Multi-Channel PSG Dataset Y Na, D Kim, DK Kim, JG Lee 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-4, 2022 | 3 | 2022 |
| Sleep stage classification for inter-institutional transfer learning D Kim, Y Woo, J Jeong, DK Kim, JG Lee 2021 International Conference on Information and Communication Technology …, 2021 | 2 | 2021 |
| Zero-keep filter pruning for energy efficient deep neural network Y Woo, D Kim, J Jeong, YW Ko, JG Lee 2020 International Conference on Information and Communication Technology …, 2020 | 2 | 2020 |
| Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-institutional Database Y Woo, D Kim, J Jeong, WS Lee, JG Lee, DK Kim IEEE Access, 2023 | 1 | 2023 |
| Improved Generalization from Limiting Attention in a Transformer for Sleep Stage Classification D Kim, DK Kim, JG Lee 2024 International Conference on Electronics, Information, and Communication …, 2024 | | 2024 |
| Error-Resilient Inference with an Error-Aware Activation Function in a Deep Neural Network JG Lee, D Kim 2024 International Conference on Electronics, Information, and Communication …, 2024 | | 2024 |
| Entropy-Based Model Generalization for Sleep Stage Classification D Kim, Y Na, Y Woo, DK Kim, JG Lee 2022 13th International Conference on Information and Communication …, 2022 | | 2022 |
| Shaped Pruning for Efficient Memory Addressing in DNN Accelerators Y Woo, D Kim, J Jeong, JG Lee 2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-3, 2021 | | 2021 |
| Image-based Sleep Stage Classification Model for Multi-Institutional Dataset Y Woo, D Kim, J Jeong, DK Kim, JG Lee 2021 International Conference on Information and Communication Technology …, 2021 | | 2021 |
| Filter Combination Learning for Convolutional Neural Network JM Jeong, D Kim, Y Woo, JG Lee 2020 International Conference on Information and Communication Technology …, 2020 | | 2020 |
