Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning
Gao, Zhen, Zhang, Han, Yao, Yi, Xiao, Jiajun, Zeng, Shulin, Ge, Guangjun, Wang, Yu, Ullah, Anees, Reviriego, Pedro
Published in IEEE transactions on very large scale integration (VLSI) systems (01.03.2022)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.03.2022)
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Journal Article
LDPC Decoder with Embedded Coding on Unreliable Memories
Guangjun Ge, Liuguo Yin, Qin Huang
Published in GLOBECOM 2017 - 2017 IEEE Global Communications Conference (01.12.2017)
Published in GLOBECOM 2017 - 2017 IEEE Global Communications Conference (01.12.2017)
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Conference Proceeding
Modeling the Effect of SEUs on the Configuration Memory of SRAM-FPGA based CNN Accelerators
Gao, Zhen, Feng, Jiaqi, Gao, Shihui, Liu, Qiang, Ge, Guangjun, Wang, Yu, Reviriego, Pedro
Published in IEEE journal on emerging and selected topics in circuits and systems (13.09.2024)
Published in IEEE journal on emerging and selected topics in circuits and systems (13.09.2024)
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Journal Article
Reliability evaluation of FPGA based pruned neural networks
Gao, Zhen, Yao, Yi, Wei, Xiaohui, Yan, Tong, Zeng, Shulin, Ge, Guangjun, Wang, Yu, Ullah, Anees, Reviriego, Pedro
Published in Microelectronics and reliability (01.03.2022)
Published in Microelectronics and reliability (01.03.2022)
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Journal Article
Reliability Evaluation of Pruned Neural Networks against Errors on Parameters
Gao, Zhen, Wei, Xiaohui, Zhang, Han, Li, Wenshuo, Ge, Guangjun, Wang, Yu, Reviriego, Pedro
Published in 2020 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (19.10.2020)
Published in 2020 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (19.10.2020)
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Conference Proceeding
Adaptive package coding on unreliable memories for LDPC decoders in radiation environment
Ge, Guangjun, Yin, Liuguo
Published in 2017 23rd Asia-Pacific Conference on Communications (APCC) (01.12.2017)
Published in 2017 23rd Asia-Pacific Conference on Communications (APCC) (01.12.2017)
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Conference Proceeding
FTT-NAS: Discovering Fault-Tolerant Neural Architecture
Li, Wenshuo, Ning, Xuefei, Ge, Guangjun, Chen, Xiaoming, Wang, Yu, Yang, Huazhong
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
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
Zeng, Shulin, Dai, Guohao, Sun, Hanbo, Zhong, Kai, Ge, Guangjun, Guo, Kaiyuan, Wang, Yu, Yang, Huazhong
Published in 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01.05.2020)
Published in 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01.05.2020)
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Conference Proceeding
A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning Algorithm
Xiang, Yunfei, Qiu, Jiantao, Yu, Jincheng, Tang, Jiahao, Ge, GuangJun, Wang, Yu, Yang, Huazhong
Published in 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO) (05.12.2022)
Published in 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO) (05.12.2022)
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Conference Proceeding
MR-GMMExplore: Multi-Robot Exploration System in Unknown Environments based on Gaussian Mixture Model
Wu, Yichun, Gu, Qiuyi, Yu, Jincheng, Ge, Guangjun, Wang, Jian, Liao, Qingmin, Zhang, Chun, Wang, Yu
Published in 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO) (05.12.2022)
Published in 2022 IEEE International Conference on Robotics and Biomimetics (ROBIO) (05.12.2022)
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Conference Proceeding
Soft Error Mitigation for Deep Convolution Neural Network on FPGA Accelerators
Li, Wenshuo, Ge, Guangjun, Guo, Kaiyuan, Chen, Xiaoming, Wei, Qi, Gao, Zhen, Wang, Yu, Yang, Huazhong
Published in 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.08.2020)
Published in 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (01.08.2020)
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Conference Proceeding
Ensemble of Pruned Networks for Reliable Classifiers
Gao, Zhen, Zhang, Han, Wei, Xiaohui, Xiao, Jiajun, Zeng, Shulin, Ge, Guangjun, Wang, Yu, Reviriego, Pedro
Published in 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) (06.06.2021)
Published in 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS) (06.06.2021)
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Conference Proceeding
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
Zeng, Shulin, Dai, Guohao, Sun, Hanbo, Zhong, Kai, Ge, Guangjun, Guo, Kaiyuan, Wang, Yu, Yang, Huazhong
Year of Publication 26.03.2020
Year of Publication 26.03.2020
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Journal Article
FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture
Ning, Xuefei, Ge, Guangjun, Li, Wenshuo, Zhu, Zhenhua, Zheng, Yin, Chen, Xiaoming, Gao, Zhen, Wang, Yu, Yang, Huazhong
Year of Publication 20.03.2020
Year of Publication 20.03.2020
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Journal Article
FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture
Ning, Xuefei, Ge, Guangjun, Li, Wenshuo, Zhu, Zhenhua, Yin, Zheng, Chen, Xiaoming, Gao, Zhen, Wang, Yu, Yang, Huazhong
Published in arXiv.org (12.04.2021)
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Published in arXiv.org (12.04.2021)
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