Mingqiang Huang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Convolutional Neural Networks

Error Correction

Highly Efficient

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Kai Li, Hantao Huang, Mingqiang Huang, Chenchen Ding, Longyang Lin, Liebing Ni, Hao Yu
A 29.12 TOPS/W and 1.13 TOPS/mm2 NAS-Optimized Mixed-Precision DNN Accelerator with Vector Split- and-Combination Systolic in 28nm CMOS. CICC (2024)
Mingqiang Huang, Ao Shen, Kai Li, Haoxiang Peng, Boyu Li, Hao Yu
EdgeLLM: A Highly Efficient CPU-FPGA Heterogeneous Edge Accelerator for Large Language Models. CoRR (2024)
Wenling Ma, Lianzheng Li, Ziye Li, Guangchao Zhao, Xiaojing Long, Mingqiang Huang
RRAM-Based Precision-Scaleable Computing-In-Memory Scheme and Its Error Correction Approach. AICAS (2023)
Quan Cheng, Liuyao Dai, Mingqiang Huang, Ao Shen, Wei Mao, Masanori Hashimoto, Hao Yu
A Low-Power Sparse Convolutional Neural Network Accelerator With Pre-Encoding Radix-4 Booth Multiplier. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Quan Cheng, Mingqiang Huang, Changhai Man, Ao Shen, Liuyao Dai, Hao Yu, Masanori Hashimoto
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) (2023)
Mingqiang Huang, Yucen Liu, Sixiao Huang, Kai Li, Qiuping Wu, Hao Yu
Multi-bit-width CNN Accelerator with Systolic-in-Systolic Dataflow and Single DSP Multiple Multiplication Scheme. FPGA (2023)
Jiahao Chen, Wanbo Hu, Wenling Ma, Zhilin Zhang, Mingqiang Huang
Group Vectored Absolute-Value-Subtraction Cell Array for the Efficient Acceleration of AdderNet. AICAS (2023)
Mingqiang Huang, Junyi Luo, Chenchen Ding, Zikun Wei, Sixiao Huang, Hao Yu
An Integer-Only and Group-Vector Systolic Accelerator for Efficiently Mapping Vision Transformer on Edge. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Peng Xue, Lunshuai Pan, Litao Sun, Mingqiang Huang
Dual-Line-Systolic Array for High Performance CNN Accelerator. FCCM (2022)
Lunshuai Pan, Peng Xue, Hongxing Li, Litao Sun, Mingqiang Huang
A General-Purpose and Configurable Planar Data Processor for Energy-Efficient Pooling Computation. AICAS (2022)
Kai Li, Junzhuo Zhou, Yuhang Wang, Junyi Luo, Zhengke Yang, Shuxin Yang, Wei Mao, Mingqiang Huang, Hao Yu
A Precision-Scalable Energy-Efficient Bit-Split-and-Combination Vector Systolic Accelerator for NAS-Optimized DNNs on Edge. DATE (2022)
Dingbang Liu, Haoxiang Zhou, Wei Mao, Jun Liu, Yuliang Han, Changhai Man, Qiuping Wu, Zhiru Guo, Mingqiang Huang, Shaobo Luo, Mingsong Lv, Quan Chen, Hao Yu
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) (2022)
Mingqiang Huang, Yucen Liu, Changhai Man, Kai Li, Quan Cheng, Wei Mao, Hao Yu
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) (2022)
Wei Mao, Liuyao Dai, Kai Li, Quan Cheng, Yuhang Wang, Laimin Du, Shaobo Luo, Mingqiang Huang, Hao Yu
An Energy-Efficient Mixed-Bitwidth Systolic Accelerator for NAS-Optimized Deep Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 30 (12) (2022)
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)
Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao
AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence. CoRR (2021)
Wenshuo Li, Hanting Chen, Mingqiang Huang, Xinghao Chen, Chunjing Xu, Yunhe Wang
Winograd Algorithm for AdderNet. ICML (2021)
Wenshuo Li, Hanting Chen, Mingqiang Huang, Xinghao Chen, Chunjing Xu, Yunhe Wang
Winograd Algorithm for AdderNet. CoRR (2021)
Wei Zhang, Lunshuai Pan, Xuelong Yan, Guangchao Zhao, Hong Chen, Xingli Wang, Beng Kang Tay, Gaokuo Zhong, Jiangyu Li, Mingqiang Huang
Hardware-Friendly Stochastic and Adaptive Learning in Memristor Convolutional Neural Networks. Adv. Intell. Syst. 3 (9) (2021)
Mingqiang Huang, Xiong Xiong, Tiaoyang Li, Yanqing Wu
High performance transistors based on two dimensional materials. ASICON (2017)