| Sticker: A 0.41-62.1 TOPS/W 8Bit neural network processor with multi-sparsity compatible convolution arrays and online tuning acceleration for fully connected layers Z Yuan, J Yue, H Yang, Z Wang, J Li, Y Yang, Q Guo, X Li, MF Chang, ... 2018 IEEE symposium on VLSI circuits, 33-34, 2018 | 112 | 2018 |
| STICKER: An energy-efficient multi-sparsity compatible accelerator for convolutional neural networks in 65-nm CMOS Z Yuan, Y Liu, J Yue, Y Yang, J Wang, X Feng, J Zhao, X Li, H Yang IEEE Journal of Solid-State Circuits 55 (2), 465-477, 2019 | 70 | 2019 |
| 14.2 A 65nm 24.7 µJ/Frame 12.3 mW Activation-Similarity-Aware Convolutional Neural Network Video Processor Using Hybrid Precision, Inter-Frame Data Reuse and Mixed-Bit-Width … Z Yuan, Y Yang, J Yue, R Liu, X Feng, Z Lin, X Wu, X Li, H Yang, Y Liu 2020 IEEE International Solid-State Circuits Conference-(ISSCC), 232-234, 2020 | 31 | 2020 |
| A 130-nm ferroelectric nonvolatile system-on-chip with direct peripheral restore architecture for transient computing system Y Liu, F Su, Y Yang, Z Wang, Y Wang, Z Li, X Li, R Yoshimura, T Naiki, ... IEEE Journal of Solid-State Circuits 54 (3), 885-895, 2019 | 19 | 2019 |
| A sparse-adaptive CNN processor with area/performance balanced N-way set-associate PE arrays assisted by a collision-aware scheduler Z Yuan, J Wang, Y Yang, J Yue, Z Wang, X Feng, Y Wang, X Li, H Yang, ... 2019 IEEE Asian Solid-State Circuits Conference (A-SSCC), 61-64, 2019 | 13 | 2019 |
| A 4-Mbps 41-pJ/bit on-off keying transceiver for body-channel communication with enhanced auto loss compensation technique J Zhao, J Mao, W Sun, Y Huang, Y Yang, H Yang, Y Liu 2019 IEEE Asian Solid-State Circuits Conference (A-SSCC), 173-176, 2019 | 10 | 2019 |
| A 2.2-GHz configurable direct digital frequency synthesizer based on LUT and rotation Y Yang, X Shi, F Su, Z Wang, P Yang, H Yang, Y Liu IEEE Transactions on Circuits and Systems I: Regular Papers 66 (5), 1970-1980, 2018 | 10 | 2018 |
| A 28nm 2D/3D unified sparse convolution accelerator with block-wise neighbor searcher for large-scaled voxel-based point cloud network W Sun, X Feng, C Tang, S Fan, Y Yang, J Yue, H Yang, Y Liu 2023 IEEE International Solid-State Circuits Conference (ISSCC), 328-330, 2023 | 4 | 2023 |
| A 2-GHz direct digital frequency synthesizer based on LUT and rotation Y Yang, Z Wang, P Yang, MF Chang, MS Ho, H Yang, Y Liu 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 4 | 2018 |
| Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics R Liu, C Wei, Y Yang, W Wang, H Yang, Y Liu Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 2 | 2023 |
| Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation Y Yang, R Liu, W Sun, J Yue, H Yang, Y Liu 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 442-447, 2022 | 2 | 2022 |
| A 65-nm energy-efficient interframe data reuse neural network accelerator for video applications Y Yang, Y Liu, Z Yuan, W Sun, R Liu, J Wang, J Yue, X Feng, Z Yuan, X Li, ... IEEE Journal of Solid-State Circuits 57 (8), 2574-2585, 2021 | 2 | 2021 |
| Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor Y Yang, Z Yuan, F Su, F Cheng, Z Yuan, H Yang, Y Liu Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020 | 2 | 2020 |
| A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator X Feng, W Sun, S Fan, C Tang, Y Yang, J Yue, Q Liao, H Yang, Y Liu 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | | 2023 |
| A 28nm 1.07TFLOPS/mm2 Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing Y Yang, R Liu, C Wei, W Wang, W Sun, J Yue, H Yang, Y Liu 2023 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2023 | | 2023 |
| Live Demonstration: A self-powered ultraviolet radiation monitoring platform based on nonvolatile processor X Shi, Y Liu, Y Sun, Y Yang, K Qiu 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2018 | | 2018 |
Huazhong YangProfessor of Electronics Engineering, Tsinghua UniversityAdresse e-mail validée de tsinghua.edu.cn
