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Kaiyuan Guo
Kaiyuan Guo
Novauto Co. Ltd.
Verified email at novauto.com.cn - Homepage
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Year
Going deeper with embedded FPGA platform for convolutional neural network
J Qiu, J Wang, S Yao, K Guo, B Li, E Zhou, J Yu, T Tang, N Xu, S Song, ...
Proceedings of the 2016 ACM/SIGDA international symposium on field …, 2016
14132016
Angel-eye: A complete design flow for mapping CNN onto embedded FPGA
K Guo, L Sui, J Qiu, J Yu, J Wang, S Yao, S Han, Y Wang, H Yang
IEEE transactions on computer-aided design of integrated circuits and …, 2017
5532017
A survey of FPGA-based neural network accelerator
K Guo, S Zeng, J Yu, Y Wang, H Yang
arXiv preprint arXiv:1712.08934, 2017
3262017
Software-hardware codesign for efficient neural network acceleration
K Guo, S Han, S Yao, Y Wang, Y Xie, H Yang
IEEE Micro 37 (2), 18-25, 2017
1032017
[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
912019
Angel-eye: A complete design flow for mapping cnn onto customized hardware
K Guo, L Sui, J Qiu, S Yao, S Han, Y Wang, H Yang
2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 24-29, 2016
832016
From model to FPGA: Software-hardware co-design for efficient neural network acceleration
K Guo, L Sui, J Qiu, S Yao, S Han, Y Wang, H Yang
2016 IEEE Hot Chips 28 Symposium (HCS), 1-27, 2016
802016
Deep processing unit (dpu) for implementing an artificial neural network (ann)
S Yao, K Guo
US Patent App. 15/242,624, 2018
722018
Instruction driven cross-layer CNN accelerator with winograd transformation on FPGA
J Yu, Y Hu, X Ning, J Qiu, K Guo, Y Wang, H Yang
2017 International Conference on Field Programmable Technology (ICFPT), 227-230, 2017
432017
Neural network accelerator comparison
K Guo, W Li, K Zhong, Z Zhu, S Zeng, S Han, Y Xie, P Debacker, ...
NICS Lab of Tsinghua University. http://nicsefc. ee. tsinghua. edu. cn …, 2020
292020
Real-time object detection towards high power efficiency
J Yu, K Guo, Y Hu, X Ning, J Qiu, H Mao, S Yao, T Tang, B Li, Y Wang, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 704-708, 2018
282018
Compressed CNN training with FPGA-based accelerator
K Guo, S Liang, J Yu, X Ning, W Li, Y Wang, H Yang
Proceedings of the 2019 ACM/SIGDA International Symposium on Field …, 2019
212019
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
202020
An FPGA-based real-time simultaneous localization and mapping system
M Gu, K Guo, W Wang, Y Wang, H Yang
2015 International Conference on Field Programmable Technology (FPT), 200-203, 2015
192015
Instruction driven cross-layer cnn accelerator for fast detection on fpga
J Yu, G Ge, Y Hu, X Ning, J Qiu, K Guo, Y Wang, H Yang
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-23, 2018
182018
Soft error mitigation for deep convolution neural network on FPGA accelerators
W Li, G Ge, K Guo, X Chen, Q Wei, Z Gao, Y Wang, H Yang
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
152020
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
152018
A universal FPGA-based floating-point matrix processor for mobile systems
W Wang, K Guo, M Gu, Y Ma, Y Wang
2014 International Conference on Field-Programmable Technology (FPT), 139-146, 2014
102014
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
82020
Rram based buffer design for energy efficient cnn accelerator
K Guo, J Yu, X Ning, Y Hu, Y Wang, H Yang
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 435-440, 2018
72018
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