Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
Deng, Lei, Li, Guoqi, Han, Song, Shi, Luping, Xie, Yuan
Published in Proceedings of the IEEE (01.04.2020)
Published in Proceedings of the IEEE (01.04.2020)
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Journal Article
Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks
Wu, Yujie, Deng, Lei, Li, Guoqi, Zhu, Jun, Shi, Luping
Published in Frontiers in neuroscience (23.05.2018)
Published in Frontiers in neuroscience (23.05.2018)
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Journal Article
CIFAR10-DVS: An Event-Stream Dataset for Object Classification
Li, Hongmin, Liu, Hanchao, Ji, Xiangyang, Li, Guoqi, Shi, Luping
Published in Frontiers in neuroscience (30.05.2017)
Published in Frontiers in neuroscience (30.05.2017)
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Journal Article
Face classification using electronic synapses
Yao, Peng, Wu, Huaqiang, Gao, Bin, Eryilmaz, Sukru Burc, Huang, Xueyao, Zhang, Wenqiang, Zhang, Qingtian, Deng, Ning, Shi, Luping, Wong, H.-S. Philip, Qian, He
Published in Nature communications (12.05.2017)
Published in Nature communications (12.05.2017)
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Journal Article
Brain-inspired global-local learning incorporated with neuromorphic computing
Wu, Yujie, Zhao, Rong, Zhu, Jun, Chen, Feng, Xu, Mingkun, Li, Guoqi, Song, Sen, Deng, Lei, Wang, Guanrui, Zheng, Hao, Ma, Songchen, Pei, Jing, Zhang, Youhui, Zhao, Mingguo, Shi, Luping
Published in Nature communications (10.01.2022)
Published in Nature communications (10.01.2022)
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Journal Article
Spontaneous sparse learning for PCM-based memristor neural networks
Lim, Dong-Hyeok, Wu, Shuang, Zhao, Rong, Lee, Jung-Hoon, Jeong, Hongsik, Shi, Luping
Published in Nature communications (12.01.2021)
Published in Nature communications (12.01.2021)
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Journal Article
Creation of a needle of longitudinally polarized light in vacuum using binary optics
Wang, Haifeng, Shi, Luping, Lukyanchuk, Boris, Sheppard, Colin, Chong, Chong Tow
Published in Nature photonics (01.08.2008)
Published in Nature photonics (01.08.2008)
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Journal Article
SSM: a high-performance scheme for in situ training of imprecise memristor neural networks
Wang, Yaoyuan, Wu, Shuang, Tian, Lei, Shi, Luping
Published in Neurocomputing (Amsterdam) (24.09.2020)
Published in Neurocomputing (Amsterdam) (24.09.2020)
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Journal Article
A framework for the general design and computation of hybrid neural networks
Zhao, Rong, Yang, Zheyu, Zheng, Hao, Wu, Yujie, Liu, Faqiang, Wu, Zhenzhi, Li, Lukai, Chen, Feng, Song, Seng, Zhu, Jun, Zhang, Wenli, Huang, Haoyu, Xu, Mingkun, Sheng, Kaifeng, Yin, Qianbo, Pei, Jing, Li, Guoqi, Zhang, Youhui, Zhao, Mingguo, Shi, Luping
Published in Nature communications (14.06.2022)
Published in Nature communications (14.06.2022)
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Journal Article
Native point defects of semiconducting layered Bi2O2Se
Li, Huanglong, Xu, Xintong, Zhang, Yi, Gillen, Roland, Shi, Luping, Robertson, John
Published in Scientific reports (19.07.2018)
Published in Scientific reports (19.07.2018)
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Journal Article
Minimum-cost control of complex networks
Li, Guoqi, Hu, Wuhua, Xiao, Gaoxi, Deng, Lei, Tang, Pei, Pei, Jing, Shi, Luping
Published in New journal of physics (01.01.2016)
Published in New journal of physics (01.01.2016)
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Journal Article
Multi-grained system integration for hybrid-paradigm brain-inspired computing
Pei, Jing, Deng, Lei, Ma, Cheng, Liu, Xue, Shi, Luping
Published in Science China. Information sciences (01.04.2023)
Published in Science China. Information sciences (01.04.2023)
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Journal Article
End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip
Wang, Guanrui, Ma, Songchen, Wu, Yujie, Pei, Jing, Zhao, Rong, Shi, Luping
Published in Frontiers in neuroscience (02.02.2021)
Published in Frontiers in neuroscience (02.02.2021)
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Journal Article
A hybrid and scalable brain-inspired robotic platform
Zou, Zhe, Zhao, Rong, Wu, Yujie, Yang, Zheyu, Tian, Lei, Wu, Shuang, Wang, Guanrui, Yu, Yongchao, Zhao, Qi, Chen, Mingwang, Pei, Jing, Chen, Feng, Zhang, Youhui, Song, Sen, Zhao, Mingguo, Shi, Luping
Published in Scientific reports (23.10.2020)
Published in Scientific reports (23.10.2020)
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Journal Article
Enabling an Integrated Rate-temporal Learning Scheme on Memristor
He, Wei, Huang, Kejie, Ning, Ning, Ramanathan, Kiruthika, Li, Guoqi, Jiang, Yu, Sze, JiaYin, Shi, Luping, Zhao, Rong, Pei, Jing
Published in Scientific reports (23.04.2014)
Published in Scientific reports (23.04.2014)
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Journal Article
Enabling Universal Memory by Overcoming the Contradictory Speed and Stability Nature of Phase-Change Materials
Wang, Weijie, Loke, Desmond, Shi, Luping, Zhao, Rong, Yang, Hongxin, Law, Leong-Tat, Ng, Lung-Tat, Lim, Kian-Guan, Yeo, Yee-Chia, Chong, Tow-Chong, Lacaita, Andrea L.
Published in Scientific reports (11.04.2012)
Published in Scientific reports (11.04.2012)
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