Suivre
Yi Cai
Yi Cai
Ph.D. student, Tsinghua University
Adresse e-mail validée de mails.tsinghua.edu.cn
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Année
Time: A training-in-memory architecture for memristor-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC), 1-6, 2017
1082017
TIME: A training-in-memory architecture for RRAM-based deep neural networks
M Cheng, L Xia, Z Zhu, Y Cai, Y Xie, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
472018
Long live time: improving lifetime for training-in-memory engines by structured gradient sparsification
Y Cai, Y Lin, L Xia, X Chen, S Han, Y Wang, H Yang
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
332018
Low bit-width convolutional neural network on rram
Y Cai, T Tang, L Xia, B Li, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
252019
Training low bitwidth convolutional neural network on RRAM
Y Cai, T Tang, L Xia, M Cheng, Z Zhu, Y Wang, H Yang
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 117-122, 2018
212018
Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption.
Y Cai, X Chen, L Tian, Y Wang, H Yang
ICCAD, 1-8, 2019
172019
Rescuing memristor-based computing with non-linear resistance levels
J Lin, L Xia, Z Zhu, H Sun, Y Cai, H Gao, M Cheng, X Chen, Y Wang, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 407-412, 2018
142018
An energy-efficient quantized and regularized training framework for processing-in-memory accelerators
H Sun, Z Zhu, Y Cai, X Chen, Y Wang, H Yang
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 325-330, 2020
132020
Long live TIME: Improving lifetime and security for NVM-based training-in-memory systems
Y Cai, Y Lin, L Xia, X Chen, S Han, Y Wang, H Yang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
72020
Enabling lower-power charge-domain nonvolatile in-memory computing with ferroelectric FETs
G Yin, Y Cai, J Wu, Z Duan, Z Zhu, Y Liu, Y Wang, H Yang, X Li
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (7), 2262-2266, 2021
62021
Enabling secure nvm-based in-memory neural network computing by sparse fast gradient encryption
Y Cai, X Chen, L Tian, Y Wang, H Yang
IEEE Transactions on Computers 69 (11), 1596-1610, 2020
62020
Security enhancement for rram computing system through obfuscating crossbar row connections
M Zou, Z Zhu, Y Cai, J Zhou, C Wang, Y Wang
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 466-471, 2020
52020
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
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS
Z Zhou, X Ning, Y Cai, J Han, Y Deng, Y Dong, H Yang, Y Wang
arXiv preprint arXiv:2207.07868, 2022
2022
MNSIM-TIME: Performance Modeling Framework for Training-In-Memory Architectures
K Qiu, Z Zhu, Y Cai, H Sun, Y Wang, H Yang
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
2021
Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness
Y Cai, X Ning, H Yang, Y Wang
arXiv preprint arXiv:2103.14795, 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
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems
J Zhang, C Wang, Y Cai, Z Zhu, D Kline Jr, H Yang, Y Wang
Hardware Design and Software Practices for Efficient Neural Network Inference
Y Wang, X Ning, S Zeng, Y Cai, K Guo, H Sun, C Tang, T Lu, S Liang, ...
Low-Power Computer Vision, 55-90, 0
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