清华大学林星--中文主页--学术论文

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个人信息

林星Lin Xing

助理教授

助理教授博士生导师硕士生导师

电子邮箱：lin-x@tsinghua.edu.cn

所在单位：电子工程系

学历：博士研究生毕业

办公地点：罗姆楼3-105

在职信息：在职

主要任职：特别研究员

学术论文

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[1] Xing Lin, Yair Rivenson, Nezih T. Yardimci, Muhammed Veli, Yi Luo, Mona Jarrahi, and Aydogan Ozcan. "All-optical machine learning using diffractive deep neural networks." Science 361, no. 6406 (2018): 1004-1008. doi:10.1126/science.aat8084
[2] Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jintao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai. "Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit." Nature Photonics 15, no. 5 (2021): 367-373. doi:10.1038/s41566-021-00796-w
[3] Tao Yan, Jiamin Wu, Tiankuang Zhou, Hao Xie, Lu Fang, Feng Xu, Jingtao Fan, Xing Lin, and Qionghai Dai. "Fourier-space Diffractive Deep Neural Network." Physical Review Letters 123, no.2 (2019): 023901. doi:10.1103/PhysRevLett.123.023901
[4] Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Günaydin, Xing Lin, and Aydogan Ozcan. "Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery." Optica 5, no. 6 (2018): 704-710. doi:10.1364/optica.5.000704
[5] Xinyang Li, Guoxun Zhang, Jiamin Wu, Yuanlong Zhang, Zhifeng Zhao, Xing Lin, Hui Qiao et al. "Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised denoising." Nature Methods 18, no. 11 (2021): 1395-1400. doi:10.1038/s41592-021-01225-0
[6] Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jintao Fan, Huaqiang Wu, Xing Lin, and Qionghai Dai. "In situ optical backpropagation training of diffractive optical neural networks." Photonics Research 8, no.6 (2020): 940-953. doi:10.1364/PRJ.389553
[7] Hongkun Dou, Yue Deng, Tao Yan, Huaqiang Wu, Xing Lin, Qionghai Dai. "Residual D2NN: training diffractive deep neural networks via learnable light shortcuts." Optics Letters 45 (10), 2688-2691. doi:10.1364/OL.389696
[8] Xing Lin, Jiamin Wu, Guoan Zheng, and Qionghai Dai. "Camera array based light field microscopy." Biomedical Optics Express 6, no. 9 (2015): 3179-3189. doi:10.1364/BOE.6.003179
[9] Xing Lin, Yebin Liu, Jiamin Wu, and Qionghai Dai. "Spatial-spectral encoded compressive hyperspectral imaging." ACM Transactions on Graphics (Proceedings of ACM SIGGRAPH Asia) 33, no. 6 (2014): 233. doi:10.1145/2661229.2661262
[10] Xing Lin, Jinli Suo, Gordon Wetzstein, Qionghai Dai, and Ramesh Raskar. "Coded focal stack photography." In Proceedings of the IEEE International Conference on Computational Photography, pp. 1-9. IEEE, 2013. (Oral Presentation) doi:10.1109/iccphot.2013.6528297

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