彭成磊，男，电路与系统工学博士学位，曾于2016年12月-2018年1月在美国斯坦福大学、加州大学圣克鲁斯分校从事访问学者研究。目前主要从事嵌入式智能系统、图像处理与计算机视觉、深度学习编译技术、软硬件协同设计以及类脑计算等领域的理论与应用研究，曾获中国计算机行业发展成就奖。2次获得首批国家级一流本科课程认定，2017年度江苏省高等教育教学成果一等奖，2019年度bw必威西汉姆联官网魅力导师奖，2020年度bw必威西汉姆联官网卓越教师发展奖，2022/2024年度bw必威西汉姆联官网育教融合奖，bw必威西汉姆联官网优秀新生导师。指导学生多次获得大学生电子设计竞赛嵌入式专题邀请赛等赛事全国一等奖。

嵌入式智能系统，图像处理与计算机视觉，算法模型轻量化，微光全彩成像，红外可见光融合成像，三维视觉，深度学习编译器，软硬件协同设计。

专业核心课：

1. 《数字系统II》；2. 《操作系统与Linux程序设计》。

专业选修课：

3. 《人工智能工程基础》；4. 《人工智能基础与产业发展》。

暑期课程：

5.  《AIoT入门实践》。

1. Yan Yang, Dongdong Ren, Chenglei Peng*, Jing Huo, Wenbin Li*, Yang Gao, Dynamic Replay Training for Class-Incremental Learning, ICASSP 2024

2. Bing Li, Dongdong Ren, Hao Liu, Tinghao Yu, Chenglei Peng*, Yang Gao, Incremental Image Generation with Diffusion Models by Label Embedding Initialization and Fusion, ACM MM CL’24

3. Zhicheng Cai, Chenglei Peng*, Qiu Shen, Learn to Enhance the Negative Information in Convolutional Neural Network, ICIG 2023

4. Xinyue Wang, Zhicheng Cai, Chenglei Peng*, X-MLP: A Patch Embedding-Free MLP Architecture for Vision, IJCNN 2023

5. Zeyu Zhao, Zhihao Liu, Chenglei Peng*, AGFNet: Attention Guided Fusion Network for Camouflaged Object Detection, CICAI 2022

6. Jie Wang#, Chenglei Peng#, Ming Li, Yang Li*, Sidan Du*, The study of stereo matching optimization based on multi-baseline trinocular model, Multimedia Tools Applications 81, 12961-12972 (2022).

7. Xuejiao Hu, Jingzhao Dai, Ming Li, Chenglei Peng*, Yang Li, Sidan Du, Online human action detection and anticipation in videos: A survey, Neurocomputing 491, 395-413 (2022)

8. Zhaoxu Li, Sheng Liu, Jue Bai, Chenglei Peng*, Yang Li* and Sidan Du*, A Novel Skeleton-based Model with Spine for 3D Human Pose Estimation, 2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC), 2022, pp. 0501-0506

9. Mengyu An, Yuanyong Luo*, Muhan Zheng, Yuxuan Wang, Hongxi Dong, Zhongfeng Wang, Chenglei Peng*, and Hongbing Pan, Piecewise Parabolic Approximate Computation Based on an Error-Flattened Segmenter and a Novel Quantizer, Electronics 10, no. 21: 2704 (2021)

10. Jue Bai, Chenglei Peng*, Zhaoxu Li, Sidan Du*, Yang Li*, A Study of General Data Improvement for Large-Angle Head Pose Estimation, Computer Analysis of Images and Patterns, CAIP 2021, Lecture Notes in Computer Science, vol 13053.

11. Yifang Xu, Chenglei Peng*, Ming Li, Yang Li, and Sidan Du*, Pyramid Feature Attention Network for Monocular Depth Prediction, ICME 2021

12. Zhicheng Cai, Chenglei Peng*, and Sidan Du, Jitter: Random Jittering Loss Function, IJCNN 2021

13. Yifang Xu, Ming Li, Chenglei Peng*, Yang Li, and Sidan Du*, Dual Attention Feature Fusion Network for Monocular Depth Estimation, CICAI 2021

14. Haoran Geng#, Meng Cao#, Chengwen Guo, Chenglei Peng*, Sidan Du, and Jie Yuan*, Global disassortative rewiring strategy for enhancing the robustness of scale-free networks against localized attack, Physical Review E 103, no. 2 (2021): 022313.

15. Zhicheng Cai, and Chenglei Peng*, A study on training fine-tuning of convolutional neural networks, In 2021 13th International Conference on Knowledge and Smart Technology (KST), pp. 84-89. IEEE, 2021.

16. Cao, Jingyi, Chenglei Peng*, Yang Li, and Sidan Du*, A Shadow Detection Method for Retaining Key Objects in Complex Scenes, In 2021 13th International Conference on Knowledge and Smart Technology (KST), pp. 90-95. IEEE, 2021.

17. Yuting Jiang#, Chenglei Peng#, Yunhao Zhu#, Xiang Ma, Guan Xu, Jie Yuan*, Xueding Wang, and Paul Carson*, Biomedical Photoacoustic Imaging with Unknown Spatially Distributed Ultrasound Sensor Array, IEEE Transactions on Biomedical Engineering (2021).

18. Dezheng Zhu, Chao Chen, Yan Zhao, Chenglei Peng*, and Zhikuang Cai, A 0.6 V high-swing gate-switching charge pump for PLL with current self-matching technique in 28nm CMOS, IEICE Electronics Express, Vol.18, 20200441, 2021

19. Han Fang#, Li Gong#, Yuan Xu, Yiyao Zhuo, Wentao Kong, Chenglei Peng*, and Jie Yuan, Reliable Thyroid Carcinoma Detection with Real-Time Intelligent Analysis of Ultrasound Images, Ultrasound in Medicine & Biology, Vol 47, Issue 3, pp. 590-602, 2021

20. Dezheng Zhu, Yuxuan Wang, Chenglei Peng*, Hongbing Pan, and Zhikuang Cai, A Low-Power 2.4-GHz Receiver Front-End with a Complementary Series Feedback LNA and a Current-reused Passive Down-converter based on Gm-boosted TIA for WSN Applications, IEICE Electronics Express, Vol.17, Issue 23, 20200353, 2020

21. Chenglei Peng*, Yanan Zhang, and Baoshan Zhang, MOF-derived jujube pit shaped C/Co composites with hierarchical structure for electromagnetic absorption, Journal of Alloys and Compounds, 826:154203, 2020

22. Xiang Ma, Chenglei Peng, Jie Yuan*, Qian Cheng, Guan Xu, Xueding Wang, and Paul L. Carson*, Multiple Delay and Sum with Enveloping Beamforming Algorithm for Photoacoustic Imaging, IEEE Transactions on Medical Imaging,Vol. 39, No. 6, 2020

23. Chenglei Peng*, Yang Li, Yao Yu, Yu Zhou, and Sidan Du, Multi-step-ahead Host Load Prediction with GRU Based Encoder-Decoder in Cloud Computing, IEEE 2018 10th International Conference on Knowledge and Smart Technology (KST), pp. 186-191, 2018