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Shulin Zeng
Shulin Zeng
Ph.D Candidate, Tsinghua University
Geverifieerd e-mailadres voor mails.tsinghua.edu.cn
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A survey of FPGA-based neural network accelerator
K Guo, S Zeng, J Yu, Y Wang, H Yang
arXiv preprint arXiv:1712.08934, 2017
2262017
[DL] A survey of FPGA-based neural network inference accelerators
K Guo, S Zeng, J Yu, Y Wang, H Yang
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 12 (1), 1-26, 2019
552019
Enabling efficient and flexible FPGA virtualization for deep learning in the cloud
S Zeng, G Dai, H Sun, K Zhong, G Ge, K Guo, Y Wang, H Yang
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020
132020
An efficient reconfigurable framework for general purpose CNN-RNN models on FPGAs
S Zeng, K Guo, S Fang, J Kang, D Xie, Y Shan, Y Wang, H Yang
2018 IEEE 23rd International Conference on Digital Signal Processing (DSP), 1-5, 2018
92018
Towards lower bit multiplication for convolutional neural network training
K Zhong, T Zhao, X Ning, S Zeng, K Guo, Y Wang, H Yang
arXiv preprint arXiv:2006.02804 3 (4), 2020
8*2020
Black box search space profiling for accelerator-aware neural architecture search
S Zeng, H Sun, Y Xing, X Ning, Y Shan, X Chen, Y Wang, H Yang
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 518-523, 2020
72020
A fine-grained sparse accelerator for multi-precision dnn
S Zeng, Y Lin, S Liang, J Kang, D Xie, Y Shan, S Han, Y Wang, H Yang
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
72019
Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning
Z Gao, H Zhang, Y Yao, J Xiao, S Zeng, G Ge, Y Wang, A Ullah, ...
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (3), 291-302, 2022
32022
A unified FPGA virtualization framework for general-purpose deep neural networks in the cloud
S Zeng, G Dai, H Sun, J Liu, S Li, G Ge, K Zhong, K Guo, Y Wang, H Yang
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (3), 1-31, 2021
32021
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems
H Sun, Z Zhu, Y Cai, S Zeng, K Qiu, Y Wang, H Yang
2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 847-852, 2021
22021
INCA: Interruptible CNN accelerator for multi-tasking in embedded robots
J Yu, Z Xu, S Zeng, C Yu, J Qiu, C Shen, Y Xu, G Dai, Y Wang, H Yang
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
22020
Enable efficient and flexible FPGA virtualization for deep learning in the cloud
S Zeng, G Dai, K Zhong, H Sun, G Ge, K Guo, Y Wang, H Yang
Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020
22020
Reliability evaluation of FPGA based pruned neural networks
Z Gao, Y Yao, X Wei, T Yan, S Zeng, G Ge, Y Wang, A Ullah, P Reviriego
Microelectronics Reliability 130, 114498, 2022
12022
INCAME: Interruptible CNN Accelerator for Multirobot Exploration
J Yu, Z Xu, S Zeng, C Yu, J Qiu, Z Shen, Y Xu, G Dai, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
12021
Efficient Computing Platform Design for Autonomous Driving Systems
S Liang, C Tang, X Ning, S Zeng, J Yu, Y Wang, K Guo, D Yang, T Lu, ...
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
12021
Optimizing CNN Accelerator With Improved Roofline Model
S Fang, S Zeng, Y Wang
2020 IEEE 33rd International System-on-Chip Conference (SOCC), 90-95, 2020
12020
FPGA accelerated model predictive control for autonomous driving
Y Li, SE Li, X Jia, S Zeng, Y Wang
Journal of Intelligent and Connected Vehicles, 2022
2022
Ensemble of Pruned Networks for Reliable Classifiers
Z Gao, H Zhang, X Wei, J Xiao, S Zeng, G Ge, Y Wang, P Reviriego
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
2021
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud
S Zeng, G Dai, H Sun, J Liu, H Zheng, Y Wu, F Zhang, X Yang, Y Cai, ...
The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021
2021
Efficient Autonomous Driving System Design: From Software to Hardware
Y Wang, S Zeng, K Guo, X Ning, Y Zhao, Z Qiu, C Tang, S Liang, H Yang
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