| 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 |
| High pe utilization CNN accelerator with channel fusion supporting pattern-compressed sparse neural networks J Wang, S Yu, J Yue, Z Yuan, Z Yuan, H Yang, X Li, Y Liu 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 16 | 2020 |
| An N-way group association architecture and sparse data group association load balancing algorithm for sparse CNN accelerators J Wang, Z Yuan, R Liu, H Yang, Y Liu Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019 | 16 | 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 |
| An RRAM-based digital computing-in-memory macro with dynamic voltage sense amplifier and sparse-aware approximate adder tree Y He, J Yue, X Feng, Y Huang, H Jia, J Wang, L Zhang, W Sun, H Yang, ... IEEE Transactions on Circuits and Systems II: Express Briefs 70 (2), 416-420, 2022 | 10 | 2022 |
| PACA: A pattern pruning algorithm and channel-fused high PE utilization accelerator for CNNs J Wang, S Yu, Z Yuan, J Yue, Z Yuan, R Liu, Y Wang, H Yang, X Li, Y Liu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 7 | 2022 |
| PETRI: Reducing bandwidth requirement in smart surveillance by edge-cloud collaborative adaptive frame clustering and pipelined bidirectional tracking R Liu, L Zhang, J Wang, H Yang, Y Liu 2021 58th ACM/IEEE Design Automation Conference (DAC), 421-426, 2021 | 5 | 2021 |
| High area/energy efficiency RRAM CNN accelerator with pattern-pruning-based weight mapping scheme S Yu, L Zhang, J Wang, J Yue, Z Yuan, X Li, H Yang, Y Liu 2021 IEEE 10th Non-Volatile Memory Systems and Applications Symposium (NVMSA …, 2021 | 5 | 2021 |
| Bit-aware fault-tolerant hybrid retraining and remapping schemes for RRAM-based computing-in-memory systems Y Huang, Y He, J Wang, J Yue, L Zhang, K Zou, H Yang, Y Liu IEEE Transactions on Circuits and Systems II: Express Briefs 69 (7), 3144-3148, 2022 | 3 | 2022 |
| GAAS: An efficient group associated architecture and scheduler module for sparse CNN accelerators J Wang, Z Yuan, R Liu, X Feng, L Du, H Yang, Y Liu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 3 | 2020 |
| 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 |
| ULSeq-TA: Ultra-Long Sequence Attention Fusion Transformer Accelerator Supporting Grouped Sparse Softmax and Dual-Path Sparse LayerNorm J Wang, L Zhang, X Li, H Yang, Y Liu IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | | 2023 |
| An External Data Exchange Efficiency Evaluation Framework for Neural Network Accelerator R Liu, J Yue, J Wang, H Yang, Y Liu 2019 IEEE International Conference on Embedded Software and Systems (ICESS), 1-7, 2019 | | 2019 |
Huazhong YangProfessor of Electronics Engineering, Tsinghua UniversityVerified email at tsinghua.edu.cn
