Xiaoxin Xu

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 43

Top Topics

Random Access Memory

Visual Classification

Top Venues

Adv. Intell. Syst.

IEEE Trans. Circuits Syst. II Express Briefs

Sci. China Inf. Sci.

Publications

Sanya Liu, Xiao Weng, Xingen Gao, Xiaoxin Xu, Lin Zhou
A Residual Dense Attention Generative Adversarial Network for Microscopic Image Super-Resolution. Sensors 24 (11) (2024)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. 6 (1) (2024)
Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR (2024)
Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. Adv. Intell. Syst. 6 (7) (2024)
Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR (2024)
Wang Ye, Linfang Wang, Zhidao Zhou, Junjie An, Weizeng Li, Hanghang Gao, Zhi Li, Jinshan Yue, Hongyang Hu, Xiaoxin Xu, Jianguo Yang, Jing Liu, Dashan Shang, Feng Zhang, Jinghui Tian, Chunmeng Dou, Qi Liu, Ming Liu
A 28-nm RRAM Computing-in-Memory Macro Using Weighted Hybrid 2T1R Cell Array and Reference Subtracting Sense Amplifier for AI Edge Inference. IEEE J. Solid State Circuits 58 (10) (2023)
Kun Zhang, Haiyang Liu, Xu Zheng, Xiaoxin Xu, Hongyang Hu, Junyu Zhang
High-speed and low-power embedded TEC BCH scheme for ReRAM array. IEICE Electron. Express 20 (15) (2023)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistive memory arrays. Nat. Mac. Intell. 5 (2) (2023)
Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR (2023)
Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR (2023)
Yi Li, Jia Chen, Linfang Wang, Woyu Zhang, Zeyu Guo, Jun Wang, Yongkang Han, Zhi Li, Fei Wang, Chunmeng Dou, Xiaoxin Xu, Jianguo Yang, Zhongrui Wang, Dashan Shang
An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Pruning random resistive memory for optimizing analogue AI. CoRR (2023)
Hongyang Hu, Xiwei Wang, Zi Wang, Haiyang Zhou, Danian Dong, Jinshan Yue, Wan Pang, Xiaoxin Xu, Chunmeng Dou
A 40-nm SONOS Digital CIM Using Simplified LUT Multiplier and Continuous Sample-Hold Sense Amplifier for AI Edge Inference. IEEE Trans. Very Large Scale Integr. Syst. 31 (12) (2023)
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR (2023)
Xunming Zhang, Long Liu, Di Wang, Ruijun Lin, Heyong Yang, Xiaoxin Xu, Jianguo Yang, Guozhong Xing, Xiaoyong Xue, Xiaoyang Zeng
Area-Efficient 1T-2D-2MTJ SOT-MRAM Cell for High Read Performance. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Qirui Ren, Qiang Huo, Zhisheng Chen, Qi Gao, Yiming Wang, Yiming Yang, Hao Wu, Xiangqu Fu, Xiaoxin Xu, Qing Luo, Jianfeng Gao, Chengying Chen, Xiaojin Zhao, Dengyun Lei, Xinghua Wang, Feng Zhang, Yong Chen, Pui-In Mak
A Security-Enhanced, Charge-Pump-Free, ISO14443-A-/ISO10373-6-Compliant RFID Tag With 16.2-μW Embedded RRAM and Reconfigurable Strong PUF. IEEE Trans. Very Large Scale Integr. Syst. 31 (2) (2023)
Haoran Yu, Tiancheng Gong, Peng Yuan, Yuan Wang, Zhaomeng Gao, Xiaoxin Xu, Ying Sun, Ran Cheng, Jianfeng Gao, Junfeng Li, Bing Chen, Qing Luo
Transport mechanism in Hf0.5Zr0.5O2-based ferroelectric diodes. Sci. China Inf. Sci. 66 (12) (2023)
Ruohan Wu, Mingfan Li, Hanxi Li, Tianxiang Chen, Xinghui Tian, Xiaoxin Xu, Bin Zhou, Junshi Chen, Hong An
Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator. HPCC/DSS/SmartCity/DependSys (2022)
Qirui Ren, Chengying Chen, Danian Dong, Xiaoxin Xu, Yong Chen, Feng Zhang
A 13 µW Analog Front-End with RRAM-Based Lowpass FIR Filter for EEG Signal Detection. Sensors 22 (16) (2022)
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Wenxuan Sun, Woyu Zhang, Jie Yu, Yi Li, Zeyu Guo, Jinru Lai, Danian Dong, Xu Zheng, Fei Wang, Shaoyang Fan, Xiaoxin Xu, Dashan Shang, Ming Liu
) Implemented by 3D Dynamic Memristor Array for Temporal Signal Processing. VLSI Technology and Circuits (2022)
Keji Zhou, Ruijun Lin, Zhiwang Guo, Yixuan Liu, Jingwen Jiang, Chenyang Zhao, Jinbei Fang, Xiaoxin Xu, Xiaoyong Xue, Xiaoyang Zeng
A 2D2R ReRAM CIM accelerator for multilayer perceptron in visual classification applications. Microelectron. J. 125 (2022)
Woyu Zhang, Shaocong Wang, Yi Li, Xiaoxin Xu, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Renrui Fang, Chunmeng Dou, Kai Ni, Zhongrui Wang, Dashan Shang, Ming Liu
Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory. VLSI Technology and Circuits (2022)
Shaocong Wang, Hegan Chen, Woyu Zhang, Yi Li, Dingchen Wang, Shuhui Shi, Yaping Zhao, Kam Chi Loong, Xi Chen, Yujiao Dong, Yi Zhang, Yang Jiang, Chaudhry Furqan, Jia Chen, Qing Wang, Xiaoxin Xu, Guangyi Wang, Hongyu Yu, Dashan Shang, Zhongrui Wang
Convolutional Echo-State Network with Random Memristors for Spatiotemporal Signal Classification. Adv. Intell. Syst. 4 (8) (2022)
Wei Wang, Barak Hoffer, Tzofnat Greenberg-Toledo, Yang Li, Minhui Zou, Eric Herbelin, Ronny Ronen, Xiaoxin Xu, Yulin Zhao, Jianguo Yang, Shahar Kvatinsky
Efficient Training of the Memristive Deep Belief Net Immune to Non-Idealities of the Synaptic Devices. CoRR (2022)
Chunye Wang, Jian Sun, Xiaoxin Xu, Bin Zou, Min Zhang, Yang Tang, Min Zeng
State prediction using LSTM with optimized PMU deployment against DoS attacks. J. Intell. Fuzzy Syst. 42 (6) (2022)
Wei Wang, Barak Hoffer, Tzofnat Greenberg-Toledo, Yang Li, Minhui Zou, Eric Herbelin, Ronny Ronen, Xiaoxin Xu, Yulin Zhao, Jianguo Yang, Shahar Kvatinsky
Efficient Training of the Memristive Deep Belief Net Immune to Non-Idealities of the Synaptic Devices. Adv. Intell. Syst. 4 (5) (2022)
Xiaoxin Xu, Jian Sun, Chunye Wang, Bin Zou
A Novel Hybrid CNN-LSTM Compensation Model Against DoS Attacks in Power System State Estimation. Neural Process. Lett. 54 (3) (2022)
Yulin Zhao, Jie Yu, Donglin Zhang, Qiao Hu, Xuanzhi Liu, Haijun Jiang, Qingting Ding, Zhongze Han, Jinhui Cheng, Wenjun Zhang, Yue Cao, Ruixi Zhou, Hongfei Lu, Xiaoxin Xu, Jianguo Yang
A 0.02% Accuracy Loss Voltage-Mode Parallel Sensing Scheme for RRAM-Based XNOR-Net Application. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Hongyang Hu, Zi Wang, Xiaoxin Xu, Kai Xi, Kun Zhang, Junyu Zhang, Chunmeng Dou
A 55nm 32Mb Digital Flash CIM Using Compressed LUT Multiplier and Low Power WL Voltage Trimming Scheme for AI Edge Inference. APCCAS (2022)
Keji Zhou, Xiaoyong Xue, Jianguo Yang, Xiaoxin Xu, Hangbing Lv, Ming-e Jing, Jing Li, Xiaoyang Zeng, Ming Liu
High-Density 3-D Stackable Crossbar 2D2R nvTCAM With Low-Power Intelligent Search for Fast Packet Forwarding in 5G Applications. IEEE J. Solid State Circuits 56 (3) (2021)
Linfang Wang, Wang Ye, Chunmeng Dou, Xin Si, Xiaoxin Xu, Jing Liu, Dashan Shang, Jianfeng Gao, Feng Zhang, Yongpan Liu, Meng-Fan Chang, Qi Liu
Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Xu Zheng, Jie Yu, Wenxuan Sun, Jinru Lai, Danian Dong, Guozhong Xing, Xiaoxin Xu
Effect of conductive filament morphology on soft error of oxide based Resistive Random Access Memory. ICTA (2021)
Jianguo Yang, Xiaoyong Xue, Xiaoxin Xu, Qiao Wang, Haijun Jiang, Jie Yu, Danian Dong, Feng Zhang, Hangbing Lv, Ming Liu
Cell Size Using Self-Adaptive Delayed Termination and Multi-Cell Reference. ISSCC (2021)
Qingting Ding, Tiancheng Gong, Jie Yu, Xiaoxin Xu, Xiaoyan Li, Hangbing Lv, Jianguo Yang, Qing Luo, Peng Yuan, Feng Zhang, Ming Liu
Investigation of weight updating modes on oxide-based resistive switching memory synapse towards neuromorphic computing applications. Sci. China Inf. Sci. 64 (11) (2021)
Xiaoxin Xu, Wenxuan Sun, Jie Yu, Jinru Lai, Danian Dong, Hangbing Lv
Scaling Potential Analysis for the CMOS Compatible Ox-RRAM. IMW (2021)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistor arrays. CoRR (2021)
Jianguo Yang, Xiaoyong Xue, Xiaoxin Xu, Hangbing Lv, Feng Zhang, Xiaoyang Zeng, Meng-Fan Chang, Ming Liu
using Sneaking Current Suppression and Compensation Techniques. VLSI Circuits (2020)
Jianguo Yang, Xiaowen Li, Qingting Ding, Xiaoyong Xue, Xiaoxin Xu, Qing Luo, Hangbing Lv, Ming Liu
A High Reliability 500 µW Resistance-to-Digital Interface Circuit for SnO2 Gas Sensor IoT Applications. ASICON (2019)
Jiahao Yin, Chunmeng Dou, Danian Dong, Jie Yu, Xiaoxin Xu, Qing Luo, Tiancheng Gong, Lu Tai, Peng Yuan, Xiaoyong Xue, Ming Liu, Hangbing Lv
A 0.75 V reference clamping sense amplifier for low-power high-density ReRAM with dynamic pre-charge technique. IEICE Electron. Express 16 (12) (2019)
Keji Zhou, Xiaoyong Xue, Jianguo Yang, Xiaoxin Xu, Hangbing Lv, Mingyu Wang, Ming-e Jing, Wenjun Liu, Xiaoyang Zeng, Steve S. Chung, Jing Li, Ming Liu
and K-means Clustering for Power Reduction. A-SSCC (2018)
Guanhao Chen, Yan Wan, Xiaoxin Xu
An analysis of the sales and consumer preferences of e-cigarettes based on text mining of online reviews. ICSAI (2016)
Gan Wang, Xiaoxin Xu, Betty Pace, David A. Dean, Peter M. Glazer, Phillip Chan, Steven R. Goodman, Inna Shokolenko
Peptide nucleic acid (PNA) binding-mediated induction of human gamma- globin gene expression. Nucleic Acids Res. 27 (13) (1999)