Research field (2)：
Perceptual information processing
, Intelligent informatics
Research theme for competitive and other funds (3)：
2022 - 2025 手指動作の識別と定量を目的としたミリ波レーダ信号の解析
2019 - 2022 Establishment of image recognition judgment method for dangerous actions in decommissioning work of Fukushima Daiichi Nuclear Power Station
2019 - 2021 Generative adversarial networks for unnatural human motion detection and generation
Papers (20)：
Takahiro Iwata, Seankein Yoshioka, Daisuke Miki. Applying Burn-in Strategy to Deep Reinforcement Learning with Spiking Neural Networks. Proceedings of the 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 2024. 1-4
SeanKein Yoshioka, Takahiro Iwata, Yuki Maruyama, Daisuke Miki. Spiking neural networks-based generation of caterpillar-like soft robot crawling motions. Artificial Life and Robotics. 2024. 29. 519-527
Daisuke Miki, Yue Furuzuki, Shohei Matsumoto, Shunta Kimura. FMCW Radar-based Hand Motion Recognition using Weakly Supervised Deep Neural Network. Proceedings of the 12th IIAE International Conference on Industrial Application Engineering 2024. 2024. 231-235
SeanKein Yoshioka, Takahiro Iwata, Yuki Maruyama, Daisuke Miki. Learning Caterpillar-Like Movements in Soft Robots with Spiking Neural Networks. Proceedings of the 29th International Symposium on Artificial Life and Robotics. 2024. 638-643
Daisuke Miki, Seita Tateishi, Yasuhiro Shitara, Yuya Ishida. Unsupervised Image Segmentation for Rust Defects Detection by Invariant Information Clustering. Proceedings of the 30th International Conference of Nuclear Engineering. 2023
2023/04 - 現在 Waseda University Faculty of Science and Engineering
2021/09 - 現在 Chiba Institute of Technology Faculty of Information and Computer Science Department of Computer Science
2021/04 - 2021/08 Tokyo Metropolitan Industrial Technology Research Institute
2018/04 - 2021/03 Tokyo Metropolitan Industrial Technology Research Institute
2015/04 - 2018/03 Tokyo Metropolitan Industrial Technology Research Institute
Awards (1)：
2024/03 - The 12th IIAE International Conference on Industrial Application Engineering 2024 Best Presentation Award FMCW Radar-based Hand Motion Recognition using Weakly Supervised Deep Neural Network
