TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning
Wang, Haibing, He, Zhen, Rao, Jinsong, Wang, Tengxiao, He, Junxian, Tian, Min, Zhou, Xichuan, Liu, Liyuan, Wu, Nanjian, Shi, Cong
Published in 2021 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (24.11.2021)
Published in 2021 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (24.11.2021)
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Conference Proceeding
Waste Sorting System Using Binarized Neural Network
Wu, Mingmei, He, Wei, Lin, Yingcheng, Li, Li, Liang, Songhong, Zhou, Xichuan
Published in 2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS) (01.12.2020)
Published in 2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS) (01.12.2020)
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Conference Proceeding
An Energy-Efficient Bagged Binary Neural Network Accelerator
Liang, Songhong, Lin, Yingcheng, He, Wei, Zhang, Ling, Wu, Mingmei, Zhou, Xichuan
Published in 2020 IEEE 3rd International Conference on Electronics Technology (ICET) (01.05.2020)
Published in 2020 IEEE 3rd International Conference on Electronics Technology (ICET) (01.05.2020)
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Conference Proceeding
Live Demonstration: Face Recognition at The Edge Using Fast On-Chip Deep Learning Neuromorphic Chip
Zhong, Zhengqing, Wang, Tengxiao, Wang, Haibing, Zhou, Zhihua, He, Junxian, Tang, Fang, Zhou, Xichuan, Yu, Shuang-Ming, Liu, Liyuan, Wu, Nanjian, Tian, Min, Shi, Cong
Published in 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS) (11.06.2023)
Published in 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS) (11.06.2023)
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Conference Proceeding
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies
Yan, Zheyu, Shi, Yiyu, Liao, Wang, Hashimoto, Masanori, Zhou, Xichuan, Zhuo, Cheng
Published in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2020)
Published in 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2020)
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Conference Proceeding
A Hardware System for Fast AER Object Classification with On-chip Online Learning
Huang, Jinguo, He, Wei, Zhou, Xichuan, He, Junxian, Wang, Ying, Shi, Cong, Lin, Yingcheng
Published in 2019 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (01.11.2019)
Published in 2019 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (01.11.2019)
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Conference Proceeding
A novel low specific on-resistance double-gate LDMOS with multiple buried p-layers in the drift region based on the Silicon-On-Insulator substrate
Chen, Yinhui, Hu, Shengdong, Cheng, Kun, Jiang, YuYu, Luo, Jun, Wang, Jian'an, Tang, Fang, Zhou, Xichuan, Zhou, Jianlin, Gan, Ping
Published in Superlattices and microstructures (01.01.2016)
Published in Superlattices and microstructures (01.01.2016)
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Journal Article
Part 3 Architecture optimization
Shi, Cong, Liu, Haijun, Zhou, Xichuan, Liu, Ji
Published in Deep Learning on Edge Computing Devices (2022)
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Published in Deep Learning on Edge Computing Devices (2022)
Book Chapter
Part 1 Introduction
Shi, Cong, Liu, Haijun, Zhou, Xichuan, Liu, Ji
Published in Deep Learning on Edge Computing Devices (2022)
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Published in Deep Learning on Edge Computing Devices (2022)
Book Chapter
Part 2 Model and algorithm
Shi, Cong, Liu, Haijun, Zhou, Xichuan, Liu, Ji
Published in Deep Learning on Edge Computing Devices (2022)
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Published in Deep Learning on Edge Computing Devices (2022)
Book Chapter
Deep Learning on Edge Computing Devices
Shi, Cong, Liu, Haijun, Zhou, Xichuan, Liu, Ji
Published in Deep Learning on Edge Computing Devices (2022)
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Published in Deep Learning on Edge Computing Devices (2022)
Book Chapter
When Single Event Upset Meets Deep Neural Networks: Observations, Explorations, and Remedies
Yan, Zheyu, Shi, Yiyu, Liao, Wang, Hashimoto, Masanori, Zhou, Xichuan, Zhuo, Cheng
Year of Publication 10.09.2019
Year of Publication 10.09.2019
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Journal Article
Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection
Zhang, Xinzheng, Liu, Guo, Zhang, Ce, Atkinson, Peter M, Tan, Xiaoheng, Jian, Xin, Zhou, Xichuan, Li, Yongming
Year of Publication 17.01.2020
Year of Publication 17.01.2020
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Journal Article
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time
Zhou, Xichuan, Peng, Yicong, Long, Chunqiao, Ren, Fengbo, Shi, Cong
Published in arXiv.org (29.06.2020)
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Published in arXiv.org (29.06.2020)
Paper