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Kaiyuan Guo
Kaiyuan Guo
Novauto Co. Ltd.
Adresse e-mail validée de novauto.com.cn - Page d'accueil
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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
11672016
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
3992017
A survey of FPGA-based neural network accelerator
K Guo, S Zeng, J Yu, Y Wang, H Yang
arXiv preprint arXiv:1712.08934, 2017
2182017
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
792017
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
682016
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
582016
[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
522019
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
352017
Deep processing unit (dpu) for implementing an artificial neural network (ann)
S Yao, K Guo
US Patent App. 15/242,624, 2018
262018
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
182018
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
152018
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
132019
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
122015
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
112020
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
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
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
82020
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
72020
Real-time pedestrian detection and tracking on customized hardware
J Wang, K Yan, K Guo, J Yu, L Sui, S Yao, S Han, Y Wang
2016 14th ACM/IEEE Symposium on Embedded Systems For Real-time Multimedia …, 2016
72016
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
52018
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