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Changhai Man
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2020 – today
- 2023
- [j4]Quan Cheng
, Mingqiang Huang
Reliability Exploration of System-on-Chip With Multi-Bit-Width Accelerator for Multi-Precision Deep Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70(10): 3978-3991 (2023) - [c5]Changhai Man, Cheng Chang, Chenchen Ding, Ao Shen, Hongwei Ren, Ziyi Guan, Yuan Cheng, Shaobo Luo, Rumin Zhang, Ngai Wong, Hao Yu:
RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge. DATE 2023: 1-2 - [c4]Chenchen Ding, Hongwei Ren, Zhiru Guo, Minjie Bi, Changhai Man, Tingting Wang, Shuwei Li, Shaobo Luo, Rumin Zhang, Hao Yu:
TT-LCD: Tensorized-Transformer based Loop Closure Detection for Robotic Visual SLAM on Edge. ICARM 2023: 166-172 - [i1]Srinivas Sridharan, Taekyung Heo, Louis Feng, Zhaodong Wang, Matt Bergeron, Wenyin Fu, Shengbao Zheng, Brian Coutinho, Saeed Rashidi, Changhai Man, Tushar Krishna:
Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces. CoRR abs/2305.14516 (2023) - 2022
- [j3]Dingbang Liu, Haoxiang Zhou, Wei Mao
An Energy-Efficient Mixed-Bit CNN Accelerator With Column Parallel Readout for ReRAM-Based In-Memory Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 12(4): 821-834 (2022) - [j2]Mingqiang Huang
A High Performance Multi-Bit-Width Booth Vector Systolic Accelerator for NAS Optimized Deep Learning Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 69(9): 3619-3631 (2022) - [j1]Shuwei Li
A Fall Detection Network by 2D/3D Spatio-temporal Joint Models with Tensor Compression on Edge. ACM Trans. Embed. Comput. Syst. 21(6): 83:1-83:19 (2022) - [c3]Shaobo Luo, Zhiyuan Xie, Gengxin Chen, Lei Cui, Mei Yan, Xiwei Huang, Shuwei Li, Changhai Man, Wei Mao, Hao Yu:
Hierarchical DNN with Heterogeneous Computing Enabled High-Performance DNA Sequencing. APCCAS 2022: 35-40 - [c2]Mingqiang Huang, Yucen Liu, Quan Cheng, Shuxin Yang, Kai Li, Junyi Luo, Zhengke Yang, Qiufeng Li, Hao Yu, Changhai Man:
A High Throughput Multi-bit-width 3D Systolic Accelerator for NAS Optimized Deep Neural Networks on FPGA. FPGA 2022: 50 - 2021
- [c1]Ziyi Guan, Shuwei Li, Yuan Cheng, Changhai Man, Wei Mao, Ngai Wong, Hao Yu:
A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices. DATE 2021: 422-427
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