Zobrazeno 1 - 10
of 379
pro vyhledávání: '"Han Yanan"'
Publikováno v:
Nanophotonics, Vol 13, Iss 9, Pp 1569-1580 (2024)
Photonic reservoir computing (RC) is a simple and efficient neuromorphic computing framework for human cortical circuits, which is featured with fast training speed and low training cost. Photonic time delay RC, as a simple hardware implementation me
Externí odkaz:
https://doaj.org/article/b02f865d81b54f5cb48ba01f885b4e23
Autor:
Xiang, Shuiying, Shi, Yuechun, Zhang, Yahui, Guo, Xingxing, Zheng, Ling, Han, Yanan, Zhang, Yuna, Song, Ziwei, Zheng, Dianzhuang, Zhang, Tao, Wang, Hailing, Zhu, Xiaojun, Chen, Xiangfei, Qiu, Min, Shen, Yichen, Zheng, Wanhua, Hao, Yue
Neuromorphic photonic computing has emerged as a competitive computing paradigm to overcome the bottlenecks of the von-Neumann architecture. Linear weighting and nonlinear spiking activation are two fundamental functions of a photonic spiking neural
Externí odkaz:
http://arxiv.org/abs/2306.02724
Autor:
Xiang, Shuiying, Zhang, Tao, Jiang, Shuqing, Han, Yanan, Zhang, Yahui, Du, Chenyang, Guo, Xingxing, Yu, Licun, Shi, Yuechun, Hao, Yue
Spiking neural network (SNN) is a biologically-plausible model and exhibits advantages of high computational capability and low power consumption. While the training of deep SNN is still an open problem, which limits the real-world applications of de
Externí odkaz:
http://arxiv.org/abs/2209.12010
Autor:
Xiang, Shuiying, Shi, Yuechun, Guo, Xingxing, Zhang, Yahui, Wang, Hongji, Zheng, Dianzhuang, Song, Ziwei, Han, Yanan, Gao, Shuang, Zhao, Shihao, Gu, Biling, Wang, Hailing, Zhu, Xiaojun, Hou, Lianping, Chen, Xiangfei, Zheng, Wanhua, Ma, Xiaohua, Hao, Yue
Photonic neuromorphic computing has emerged as a promising avenue toward building a low-latency and energy-efficient non-von-Neuman computing system. Photonic spiking neural network (PSNN) exploits brain-like spatiotemporal processing to realize high
Externí odkaz:
http://arxiv.org/abs/2204.08362
Autor:
Wang, Tao, Zeng, Xintao, Li, Yiheng, Guo, Xingxing, Zhang, Yahui, Han, Yanan, Xiang, Shuiying
Publikováno v:
In Optics Communications 15 October 2024 569
Publikováno v:
In Applied Catalysis B: Environment and Energy 5 July 2024 348
Autor:
Huo, Sisi, Zhang, Xin, Xu, Wenshuai, Dang, Juan, Xu, Fei, Xie, Wenjing, Tao, Chenliang, Han, Yanan, Liu, Xinning, Teng, Zhuochao, Xie, Rongfu, Cao, Xiaocong, Zhang, Qingzhu
Publikováno v:
In Science of the Total Environment 20 June 2024 930
Autor:
Wang, Xiaotong, Han, Yanan, Hadizadeh, Mohammad Hassan, Wang, Wei, Zhang, Qi, Hu, Yongxia, Xu, Fei, Sun, Yanhui, Wang, Wenxing
Publikováno v:
In Ecotoxicology and Environmental Safety 1 April 2024 274
Autor:
Wang, Tao, Zhou, Hanxu, Fang, Qing, Han, Yanan, Guo, Xingxing, Zhang, Yahui, Qian, Chao, Chen, Hongsheng, Barland, Stéphane, Xiang, Shuiying, Lippi, Gian Luca
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena April 2024 181
Publikováno v:
In Optics Communications 1 November 2023 546