Jiawei Xu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Associative Memory

Hardware Design

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Deyu Wang, Yuning Wang, Yu Yang, Dimitrios Stathis, Ahmed Hemani, Anders Lansner, Jiawei Xu, Li-Rong Zheng, Zhuo Zou
FPGA-Based HPC for Associative Memory System. ASPDAC (2024)
Jiawei Xu, Yi Zheng, Feng Li, Dimitrios Stathis, Ruisi Shen, Haoming Chu, Anders Lansner, Lirong Zheng, Zhuo Zou, Ahmed Hemani
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Jiawei Xu, Jiangshan Fan, Baolin Nan, Chen Ding, Lirong Zheng, Zhuo Zou, Yuxiang Huan
ASLog: An Area-Efficient CNN Accelerator for Per-Channel Logarithmic Post-Training Quantization. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Deyu Wang, Jiawei Xu, Feng Li, Lianhao Zhang, Chengwei Cao, Dimitrios Stathis, Anders Lansner, Ahmed Hemani, Lirong Zheng, Zhuo Zou
A Memristor-Based Learning Engine for Synaptic Trace-Based Online Learning. IEEE Trans. Biomed. Circuits Syst. 17 (5) (2023)
Jiawei Xu, Yi Zheng, Chenxu Sheng, Yichen Cai, Dimitrios Stathis, Ruisi Shen, Lirong Zheng, Zhuo Zou, Laigui Hu, Ahmed Hemani
Optoelectronic Memristor Model for Optical Synaptic Circuit of Spiking Neural Networks. NEWCAS (2023)
Deyu Wang, Jiawei Xu, Feng Li, Lianhao Zhang, Yuning Wang, Anders Lansner, Ahmed Hemani, Lirong Zheng, Zhuo Zou
Memristor-Based In-Circuit Computation for Trace-Based STDP. AICAS (2022)
Yi Jin, Bin Huang, Yulong Yan, Yuxiang Huan, Jiawei Xu, Shancang Li, Prosanta Gope, Li Da Xu, Zhuo Zou, Lirong Zheng
Edge-Based Collaborative Training System for Artificial Intelligence-of-Things. IEEE Trans. Ind. Informatics 18 (10) (2022)
Yi Jin, Jiawei Cai, Jiawei Xu, Yuxiang Huan, Yulong Yan, Bin Huang, Yongliang Guo, Lirong Zheng, Zhuo Zou
Self-aware distributed deep learning framework for heterogeneous IoT edge devices. Future Gener. Comput. Syst. 125 (2021)
Jiawei Xu, Yuxiang Huan, Boming Huang, Haoming Chu, Yi Jin, Li-Rong Zheng, Zhuo Zou
A Memory-Efficient CNN Accelerator Using Segmented Logarithmic Quantization and Multi-Cluster Architecture. IEEE Trans. Circuits Syst. II Express Briefs 68 (6) (2021)
Boming Huang, Yuxiang Huan, Haoming Chu, Jiawei Xu, Lizheng Liu, Lirong Zheng, Zhuo Zou
IECA: An In-Execution Configuration CNN Accelerator With 30.55 GOPS/mm² Area Efficiency. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (11) (2021)
Jiawei Xu, Deyu Wang, Feng Li, Lianhao Zhang, Dimitrios Stathis, Yu Yang, Yi Jin, Anders Lansner, Ahmed Hemani, Zhuo Zou, Li-Rong Zheng
A Memristor Model with Concise Window Function for Spiking Brain-Inspired Computation. AICAS (2021)
Jiawei Xu, Yuxiang Huan, Yi Jin, Haoming Chu, Li-Rong Zheng, Zhuo Zou
Base-Reconfigurable Segmented Logarithmic Quantization and Hardware Design for Deep Neural Networks. J. Signal Process. Syst. 92 (11) (2020)
Lizheng Liu, Jiawei Xu, Yuxiang Huan, Zhuo Zou, Shih-Ching Yeh, Lirong Zheng
A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Yi Jin, Jiawei Xu, Yuxiang Huan, Yulong Yan, Lirong Zheng, Zhuo Zou
Energy-Aware Workload Allocation for Distributed Deep Neural Networks in Edge-Cloud Continuum. SoCC (2019)
Jiawei Xu, Yuxiang Huan, Li-Rong Zheng, Zhuo Zou
A Low-Power Arithmetic Element for Multi-Base Logarithmic Computation on Deep Neural Networks. SoCC (2018)
Kunlong Yang, Yuxiang Huan, Jiawei Xu, Zhuo Zou, Yiqiang Zhan, Li-Rong Zheng, Fernando Seoane
Universal and Convenient Optimization Strategies for Three-Terminal Memristors. IEEE Access 6 (2018)
Yuxiang Huan, Jiawei Xu, Lirong Zheng, Hannu Tenhunen, Zhuo Zou
A 3D Tiled Low Power Accelerator for Convolutional Neural Network. ISCAS (2018)
Jiawei Xu, Yuxiang Huan, Kunlong Yang, Yiqiang Zhan, Zhuo Zou, Li-Rong Zheng
Optimized Near-Zero Quantization Method for Flexible Memristor Based Neural Network. IEEE Access 6 (2018)