Xiaofang Hu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 55

Top Topics

Color Image Processing

Top Venues

Int. J. Bifurc. Chaos

Sci. China Inf. Sci.

Neural Comput. Appl.

Publications

He Xiao, Dirui Xie, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan
Brain-Inspired Recognition System Based on Multimodal In-Memory Computing Framework for Edge AI. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
He Xiao, Xiaofang Hu, Tongtong Gao, Yue Zhou, Shukai Duan, Yiran Chen
Efficient Low-Bit Neural Network With Memristor-Based Reconfigurable Circuits. IEEE Trans. Circuits Syst. II Express Briefs 71 (1) (2024)
Dirui Xie, He Xiao, Yue Zhou, Shukai Duan, Xiaofang Hu
MWA-MNN: Multi-patch Wavelet Attention Memristive Neural Network for image restoration. Expert Syst. Appl. 240 (2024)
Feida Song, Leimin Wang, Xiaofang Hu, Xiaofeng Zong, Shiping Wen
Novel distributed event/self-triggered sliding-mode control: Application to practical fixed-time consensus of second-order multi-agent systems. Inf. Sci. 677 (2024)
Shi-Yu Yang, Hong-An Tang, Xiaofang Hu, Qingling Xia, Lidan Wang, Shukai Duan
Adaptive finite-time passivity and synchronization of coupled fractional-order memristive neural networks with multi-state couplings. Neurocomputing 579 (2024)
Jinying Liu, Feier Xiong, Yue Zhou, Shukai Duan, Xiaofang Hu
Bioinspired Memristive Neural Network Circuit Design of Cross-Modal Associative Memory. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
Xiaofang Hu, Leimin Wang, Chuan-Ke Zhang, Yong He
Fixed-Time Synchronization of Fuzzy Complex Dynamical Networks With Reaction-Diffusion Terms via Intermittent Pinning Control. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Wenhao Zhang, He Xiao, Dirui Xie, Yue Zhou, Shukai Duan, Xiaofang Hu
A Global Self-Attention Memristive Neural Network for Image Restoration. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Bingrui Xu, Xiaofang Hu, Shenglin Li
Secure state estimation of memristive neural networks with dynamic self-triggered strategy subject to deception attacks. Neurocomputing 601 (2024)
Zhao Dong, Yuanzhi Duan, Yue Zhou, Shukai Duan, Xiaofang Hu
Weight-adaptive channel pruning for CNNs based on closeness-centrality modeling. Appl. Intell. 54 (1) (2024)
Dirui Xie, He Xiao, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan
Neuromorphic Vision Restoration Network for Advanced Driver Assistance System. IEEE Trans. Consumer Electron. 70 (1) (2024)
Jing Su, Dirui Xie, Yuanzhi Duan, Yue Zhou, Xiaofang Hu, Shukai Duan
MDCNet: Long-term time series forecasting with mode decomposition and 2D convolution. Knowl. Based Syst. 299 (2024)
Guanghui Jiang, Leimin Wang, Xiaofang Hu, Haoyu Li, Xiaofeng Zong
Semiglobal fixed/preassigned-time synchronization of stochastic neural networks with random delay via adaptive control. Neurocomputing 593 (2024)
He Xiao, Haohang Sun, Tianhao Zhao, Yue Zhou, Xiaofang Hu
Pure-Attention-Based Multifunction Memristive Neuromorphic Circuit and System. Int. J. Bifurc. Chaos 33 (9) (2023)
Xiaofang Hu, Feida Song, Leimin Wang
Robust Finite-Time Stabilization of Stochastic Parabolic PDE Systems via Non-Fragile Spatial Sampled-Data Control. CDC (2023)
Xiaofang Hu, Leimin Wang, Chuan-Ke Zhang, Xiongbo Wan, Yong He
Fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control. Sci. China Inf. Sci. 66 (5) (2023)
He Xiao, Yue Zhou, Tongtong Gao, Shukai Duan, Guanrong Chen, Xiaofang Hu
Memristor-Based Light-Weight Transformer Circuit Implementation for Speech Recognizing. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Xiaofang Hu, Leimin Wang, Yin Sheng, Junhao Hu
Finite-Time Stabilization of Fuzzy Spatiotemporal Competitive Neural Networks With Hybrid Time-Varying Delays. IEEE Trans. Fuzzy Syst. 31 (9) (2023)
Jing Su, Jiale Lu, Fan Sun, Guangdong Zhou, Shukai Duan, Xiaofang Hu
Efficient Neuromorphic Reservoir Computing Using Optoelectronic Memristors for Multivariate Time Series Classification. Int. J. Bifurc. Chaos 33 (6) (2023)
Lin Zhang, Yue Zhou, Xiaofang Hu, Fan Sun, Shukai Duan
MSL-MNN: image deraining based on multi-scale lightweight memristive neural network. Neural Comput. Appl. 34 (9) (2022)
Peng He, Yue Zhou, Shukai Duan, Xiaofang Hu
Memristive Residual CapsNet: A hardware friendly multi-level capsule network. Neurocomputing 496 (2022)
Fan Sun, Jie Li, He Xiao, Shukai Duan, Xiaofang Hu
Lightweight Memristive Neural Network for Gas Classification Based on Heterogeneous Strategy. Int. J. Bifurc. Chaos 32 (7) (2022)
Xiaofang Hu, Wenqiang Shi, Yue Zhou, Hong-An Tang, Shukai Duan
Quantized and adaptive memristor based CNN (QA-mCNN) for image processing. Sci. China Inf. Sci. 65 (1) (2022)
Xiaofang Hu, Xinge Liu, Meilan Tang
Stability analysis of delayed neural network based on the convex method and the non-convex method. Neurocomputing 483 (2022)
Tongtong Gao, Yue Zhou, Shukai Duan, Xiaofang Hu
Memristive KDG-BNN: Memristive binary neural networks trained via knowledge distillation and generative adversarial networks. Knowl. Based Syst. 249 (2022)
Xiaofang Hu, Leimin Wang, Zhigang Zeng, Song Zhu, Junhao Hu
Settling-Time Estimation for Finite-Time Stabilization of Fractional-Order Quaternion-Valued Fuzzy NNs. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Wenhao Zhang, Yue Zhou, Shukai Duan, Xiaofang Hu
DPCN: Dual Path Convolutional Network for Single Image Deraining. PRICAI (3) (2022)
Yuanzhi Duan, Yue Zhou, Peng He, Qiang Liu, Shukai Duan, Xiaofang Hu
Network Pruning via Feature Shift Minimization. ACCV (1) (2022)
Yuanzhi Duan, Xiaofang Hu, Yue Zhou, Peng He, Qiang Liu, Shukai Duan
Network Pruning via Feature Shift Minimization. CoRR (2022)
Xiaoyue Ji, Donglian Qi, Zhekang Dong, Chun Sing Lai, Guangdong Zhou, Xiaofang Hu
TSSM: Three-State Switchable Memristor Model Based on Ag/TiOx Nanobelt/Ti Configuration. Int. J. Bifurc. Chaos 31 (7) (2021)
Yue Zhou, Xiaofang Hu, Lidan Wang, Guangdong Zhou, Shukai Duan
QuantBayes: Weight Optimization for Memristive Neural Networks via Quantization-Aware Bayesian Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (12) (2021)
Yue Zhou, Xiaofang Hu, Jiaqi Han, Lidan Wang, Shukai Duan
High frequency patterns play a key role in the generation of adversarial examples. Neurocomputing 459 (2021)
Shihao Dan, Xiaofang Hu, Yue Zhou, Shukai Duan
Lightweight multi-dimensional memristive CapsNet. IJCNN (2021)
Meilan Tang, Xiaofang Hu, Xinge Liu, Qiao Chen
Asymptotic stability of static neural networks with interval time-varying delay based on LMI. Neurocomputing 440 (2021)
Lin Zhang, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan
Memristive DeepLab: A hardware friendly deep CNN for semantic segmentation. Neurocomputing 451 (2021)
Yue Zhou, Xiaofang Hu, Lidan Wang, Shukai Duan
Bayesian neural network enhancing reliability against conductance drift for memristor neural networks. Sci. China Inf. Sci. 64 (6) (2021)
Li Luo, Zhekang Dong, Xiaofang Hu, Lidan Wang, Shukai Duan
Reconfigurable logic circuit design for stateful Boolean logic computing. Sci. China Inf. Sci. 64 (8) (2021)
Yuanzhi Duan, Xiaofang Hu, Yue Zhou, Qiang Liu, Shukai Duan
Network Compression via Central Filter. CoRR (2021)
Chen-Xu Yue, Lidan Wang, Xiaofang Hu, Hong-An Tang, Shukai Duan
Pinning control for passivity and synchronization of coupled memristive reaction-diffusion neural networks with time-varying delay. Neurocomputing 381 (2020)
Li Luo, Zhekang Dong, Xiaofang Hu, Lidan Wang, Shukai Duan
MTL: Memristor Ternary Logic Design. Int. J. Bifurc. Chaos 30 (15) (2020)
Hong-An Tang, Jin-Liang Wang, Lidan Wang, Xiaofang Hu, Yue Zhou, Shukai Duan
Impulsive control for passivity and exponential synchronization of coupled neural networks with multiple weights. J. Frankl. Inst. 356 (10) (2019)
Yue Zhou, Xiaofang Hu, Lidan Wang, Shukai Duan, Yiran Chen
Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision. IEEE Access 7 (2019)
Xinyu Xiong, Fei Chen, Peizhi Huang, Miaomiao Tian, Xiaofang Hu, Badong Chen, Jing Qin
Frequent Itemsets Mining With Differential Privacy Over Large-Scale Data. IEEE Access 6 (2018)
Hong Lai, Mingxing Luo, Li Tao, Fuyuan Xiao, Cheng Zhan, Xiaofang Hu
An Efficient and Secure Key Agreement Protocol Preserving User Anonymity Under Chebyshev Chaotic Maps. ICCCS (3) (2018)
Zhekang Dong, Donglian Qi, Yufei He, Zhao Xu, Xiaofang Hu, Shukai Duan
Easily Cascaded Memristor-CMOS Hybrid Circuit for High-Efficiency Boolean Logic Implementation. Int. J. Bifurc. Chaos 28 (12) (2018)
Hong-An Tang, Shukai Duan, Xiaofang Hu, Lidan Wang
Passivity and synchronization of coupled reaction-diffusion neural networks with multiple time-varying delays via impulsive control. Neurocomputing 318 (2018)
Yuguo Qian, Weiqi Zhou, Xiaofang Hu, Fan Fu
The Heterogeneity of Air Temperature in Urban Residential Neighborhoods and Its Relationship with the Surrounding Greenspace. Remote. Sens. 10 (6) (2018)
Li Luo, Xiaofang Hu, Shukai Duan, Zhekang Dong, Lidan Wang
Multiple memristor series-parallel connections with use in synaptic circuit design. IET Circuits Devices Syst. 11 (2) (2017)
Xiaofang Hu, Shukai Duan, Guanrong Chen, Ling Chen
Modeling affections with memristor-based associative memory neural networks. Neurocomputing 223 (2017)
Xiaolin Zhang, Xiaofang Hu, Xue Dong
A joint algorithm of parameters estimation for frequency-hopping signal based on sparse recovery. WCSP (2017)
Xiaofang Hu, Gang Feng, Shukai Duan, Lu Liu
A Memristive Multilayer Cellular Neural Network With Applications to Image Processing. IEEE Trans. Neural Networks Learn. Syst. 28 (8) (2017)
Zhong Zheng, Weiqi Zhou, Jia Wang, Xiaofang Hu, Yuguo Qian
Sixty-Year Changes in Residential Landscapes in Beijing: A Perspective from Both the Horizontal (2D) and Vertical (3D) Dimensions. Remote. Sens. 9 (10) (2017)
Shukai Duan, Zhekang Dong, Xiaofang Hu, Lidan Wang, Hai Li
Small-world Hopfield neural networks with weight salience priority and memristor synapses for digit recognition. Neural Comput. Appl. 27 (4) (2016)
Ling Chen, Chuandong Li, Tingwen Huang, Xiaofang Hu, Yiran Chen
The bipolar and unipolar reversible behavior on the forgetting memristor model. Neurocomputing 171 (2016)
Feng Li, Xiaofang Hu
Research and Design on the Recognition System of Human Parasite Eggs Based on MapReduce. HCC (2016)
Xiaofang Hu, Gang Feng, Shukai Duan, Lu Liu
Multilayer RTD-memristor-based cellular neural networks for color image processing. Neurocomputing 162 (2015)
Xiaofang Hu, Gang Feng, Lu Liu, Shukai Duan
Composite Characteristics of Memristor Series and Parallel Circuits. Int. J. Bifurc. Chaos 25 (8) (2015)
Shukai Duan, Xiaofang Hu, Zhekang Dong, Lidan Wang, Pinaki Mazumder
Memristor-Based Cellular Nonlinear/Neural Network: Design, Analysis, and Applications. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen
An EDA framework for large scale hybrid neuromorphic computing systems. DAC (2015)
Shukai Duan, Xiaofang Hu, Lidan Wang, Chuandong Li
Analog memristive memory with applications in audio signal processing. Sci. China Inf. Sci. 57 (4) (2014)
Shukai Duan, Xiaofang Hu, Lidan Wang, Shiyong Gao, Chuandong Li
Hybrid memristor/RTD structure-based cellular neural networks with applications in image processing. Neural Comput. Appl. 25 (2) (2014)
Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan
An adjustable memristor model and its application in small-world neural networks. IJCNN (2014)
Shukai Duan, Yi Zhang, Xiaofang Hu, Lidan Wang, Chuandong Li
Memristor-based chaotic neural networks for associative memory. Neural Comput. Appl. 25 (6) (2014)
Guangchen Dai, Wei Jia, Xiaofang Hu, Lisa X. Xu
Study of thermal effect on breast tumor metabolism and growth using metabonomics. EMBC (2013)
Shukai Duan, Xiaofang Hu, Lidan Wang, Chuandong Li, Pinaki Mazumder
Memristor-based RRAM with applications. Sci. China Inf. Sci. 55 (6) (2012)
Xiaofang Hu, Shukai Duan, Lidan Wang, Xiaofeng Liao
Memristive crossbar array with applications in image processing. Sci. China Inf. Sci. 55 (2) (2012)
Xiaofang Hu, Shukai Duan, Lidan Wang
Memristive Multilevel Memory with Applications in Audio Signal Storage. AICI (1) (2011)