| 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 | 107 | 2017 |
| 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 | 46 | 2018 |
| 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 | 33 | 2018 |
| 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 | 23 | 2019 |
| 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 | 21 | 2018 |
| 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 | 13 | 2019 |
| 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 | 13 | 2018 |
| 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 | 11 | 2020 |
| 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 | 6 | 2020 |
| 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 | 5 | 2021 |
| 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 | 4 | 2020 |
| 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 | 3 | 2020 |
| 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 | 1 | 2021 |
| 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 |
| 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 | | |
Yu Wang(汪玉)Department of Electronic Engineering, Tsinghua University, ChinaZweryfikowany adres z mail.tsinghua.edu.cn
