Jiawei Xu

21 papers B 1C 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
SIMBRAIN: A nonidealities-aware simulation framework for spiking neural networks based on memristor crossbars.
Neurocomputing
Jiawei Xu, Yi Zheng, Ruisi Shen, Ruijia Wang, Jie Li, Deyu Wang, Dimitrios Stathis, Lirong Zheng, Zhuo Zou, Ahmed Hemani
2025 J jnl
MemMIMO: A Simulation Framework for Memristor-Based Massive MIMO Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jiawei Xu, Yi Zheng, Dimitrios Stathis, Ruijia Wang, Ruisi Shen, Lirong Zheng, Zhuo Zou, Ahmed Hemani
2025 J jnl
Scalable Multi-FPGA HPC Architecture for Associative Memory System.
IEEE Trans. Biomed. Circuits Syst.
Deyu Wang, Xiaoze Yan, Yu Yang, Dimitrios Stathis, Ahmed Hemani, Anders Lansner, Jiawei Xu, Li-Rong Zheng, Zhuo Zou
2024 B conf
FPGA-Based HPC for Associative Memory System.
ASPDAC
Deyu Wang, Yuning Wang, Yu Yang, Dimitrios Stathis, Ahmed Hemani, Anders Lansner, Jiawei Xu, Li-Rong Zheng, Zhuo Zou
2024 J jnl
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning.
IEEE Trans. Circuits Syst. II Express Briefs
Jiawei Xu, Yi Zheng, Feng Li, Dimitrios Stathis, Ruisi Shen, Haoming Chu, Anders Lansner, Lirong Zheng, Zhuo Zou, Ahmed Hemani
2023 J jnl
A Memristor-Based Learning Engine for Synaptic Trace-Based Online Learning.
IEEE Trans. Biomed. Circuits Syst.
Deyu Wang, Jiawei Xu, Feng Li, Lianhao Zhang, Chengwei Cao, Dimitrios Stathis, Anders Lansner, Ahmed Hemani, Lirong Zheng, Zhuo Zou
2023 J jnl
ASLog: An Area-Efficient CNN Accelerator for Per-Channel Logarithmic Post-Training Quantization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiawei Xu, Jiangshan Fan, Baolin Nan, Chen Ding, Lirong Zheng, Zhuo Zou, Yuxiang Huan
2023 — conf
Optoelectronic Memristor Model for Optical Synaptic Circuit of Spiking Neural Networks.
NEWCAS
Jiawei Xu, Yi Zheng, Chenxu Sheng, Yichen Cai, Dimitrios Stathis, Ruisi Shen, Lirong Zheng, Zhuo Zou, Laigui Hu, Ahmed Hemani
2022 J jnl
Edge-Based Collaborative Training System for Artificial Intelligence-of-Things.
IEEE Trans. Ind. Informatics
Yi Jin, Bin Huang, Yulong Yan, Yuxiang Huan, Jiawei Xu, Shancang Li, Prosanta Gope, Li Da Xu, Zhuo Zou, Lirong Zheng
2022 — conf
Memristor-Based In-Circuit Computation for Trace-Based STDP.
AICAS
Deyu Wang, Jiawei Xu, Feng Li, Lianhao Zhang, Yuning Wang, Anders Lansner, Ahmed Hemani, Lirong Zheng, Zhuo Zou
2021 J jnl
A Memory-Efficient CNN Accelerator Using Segmented Logarithmic Quantization and Multi-Cluster Architecture.
IEEE Trans. Circuits Syst. II Express Briefs
Jiawei Xu, Yuxiang Huan, Boming Huang, Haoming Chu, Yi Jin, Li-Rong Zheng, Zhuo Zou
2021 — conf
A Memristor Model with Concise Window Function for Spiking Brain-Inspired Computation.
AICAS
Jiawei Xu, Deyu Wang, Feng Li, Lianhao Zhang, Dimitrios Stathis, Yu Yang, Yi Jin, Anders Lansner, Ahmed Hemani, Zhuo Zou, Li-Rong Zheng
2021 J jnl
IECA: An In-Execution Configuration CNN Accelerator With 30.55 GOPS/mm² Area Efficiency.
IEEE Trans. Circuits Syst. I Regul. Pap.
Boming Huang, Yuxiang Huan, Haoming Chu, Jiawei Xu, Lizheng Liu, Lirong Zheng, Zhuo Zou
2021 J jnl
Self-aware distributed deep learning framework for heterogeneous IoT edge devices.
Future Gener. Comput. Syst.
Yi Jin, Jiawei Cai, Jiawei Xu, Yuxiang Huan, Yulong Yan, Bin Huang, Yongliang Guo, Lirong Zheng, Zhuo Zou
2020 J jnl
A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal.
IEEE J. Biomed. Health Informatics
Lizheng Liu, Jiawei Xu, Yuxiang Huan, Zhuo Zou, Shih-Ching Yeh, Lirong Zheng
2020 J jnl
Base-Reconfigurable Segmented Logarithmic Quantization and Hardware Design for Deep Neural Networks.
J. Signal Process. Syst.
Jiawei Xu, Yuxiang Huan, Yi Jin, Haoming Chu, Li-Rong Zheng, Zhuo Zou
2019 — conf
Energy-Aware Workload Allocation for Distributed Deep Neural Networks in Edge-Cloud Continuum.
SoCC
Yi Jin, Jiawei Xu, Yuxiang Huan, Yulong Yan, Lirong Zheng, Zhuo Zou
2018 C conf
A 3D Tiled Low Power Accelerator for Convolutional Neural Network.
ISCAS
Yuxiang Huan, Jiawei Xu, Lirong Zheng, Hannu Tenhunen, Zhuo Zou
2018 — conf
A Low-Power Arithmetic Element for Multi-Base Logarithmic Computation on Deep Neural Networks.
SoCC
Jiawei Xu, Yuxiang Huan, Li-Rong Zheng, Zhuo Zou
2018 J jnl
Optimized Near-Zero Quantization Method for Flexible Memristor Based Neural Network.
IEEE Access
Jiawei Xu, Yuxiang Huan, Kunlong Yang, Yiqiang Zhan, Zhuo Zou, Li-Rong Zheng
2018 J jnl
Universal and Convenient Optimization Strategies for Three-Terminal Memristors.
IEEE Access
Kunlong Yang, Yuxiang Huan, Jiawei Xu, Zhuo Zou, Yiqiang Zhan, Li-Rong Zheng, Fernando Seoane