职称：教授、博士生导师
邮箱：wangxiaoping@hust.edu.cn
研究方向：类脑计算、类脑智能、忆阻器及其应用、情感计算、智能感知等
个人主页：http://faculty.hust.edu.cn/wangxiaoping4/zh_CN/index.htm
部分代表性期刊论文：
[1] Sen Zhang, Yongxin Li, Daorong Lu, Xiaoping Wang, Zhigang Zeng. A Universal Discrete Memristor With Application to Multi-Attractor Generation, IEEE Transactions on Circuits and Systems I: Regular Papers, DOI: 10.1109/TCSI.2024.3412806
[2] Fangmin Ren, Xiaoping Wang, Fully Connected Neural Network-Based Fixed-Time Adaptive Sliding Mode Control for Fuzzy Semi-Markov System, IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2024.3417338, 2024
[3] Xiangxin Leng, Xiaoping Wang, Zhigang Zeng, Memristive Hopfield Neural Network with Multiple Controllable Nonlinear Offset Behaviors and Its Medical Encryption Application, Chaos, Solitons and Fractals, 2024
[4] Jiang Li, Xiaoping Wang, Yingjian Liu, Zhigang Zeng, CFN-ESA: A Cross-Modal Fusion Network With Emotion-Shift Awareness for Dialogue Emotion Recognition, IEEE Transactions on Affective Computing, DOI: 10.1109/TAFFC.2024.3389453, 2024
[5] Yingjian Liu, Xiaoping Wang, Jiang Li, EmotionIC: Emotional Inertia and Contagion-Driven Dependency Modeling for Emotion Recognition in Conversation, SCIENCE CHINA Information Sciences, 2023
[6] Chen Wei, Xiaoping Wang, Fangmin Ren, Zhigang Zeng, Quasi-synchronization for variable-order fractional complex dynamical networks with hybrid delay-dependent impulses, Neural Networks, vol.173, pp.106161, 2024,
[7] Zihui Tang, A Bionic Localization Memristive Circuit Based on Spatial Cognitive Mechanisms of Hippocampus and Entorhinal Cortex, IEEE Transactions on Biomedical Circuits and Systems, DOI: 10.1109/TBCAS.2024.3350135, 2024
[8] Fangmin Ren, Fixed-Time Stabilization of Multi-weighted Complex Networks Via Novel Adaptive Pinning Chatter-free Control and Its Applications, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.71, no.6, pp. 2872-2884, 2024
[9] Jiang Li, Xiaoping Wang, Yingjian Liu, Zhigang Zeng, ERNetCL: A novel emotion recognition network in textual conversation based on curriculum learning strategy, Knowledge-Based Systems, vol.286, pp. 111434, 2024
[10] Jiang Li, Xiaoping Wang, Zhigang Zeng, A dual-stream recurrence-attention network with global-local awareness for emotion recognition in textual dialogue, Engineering Applications of Artificial Intelligence, vol. 128, pp.107530, 2024
[11] Liangyu Chen, Xiaoping Wang, Chao Yang, Zhanfei Chen, Junming Zhang, Zhigang Zeng, Full-Analog Reservoir Computing Circuit Based on Memristor with a Hybrid Wide-Deep Architecture, IEEE Transactions on Circuits and Systems--I: Regular Papers, Vol.71, No.2, pp. 501-514, 2024
[12] Jiang Li, Xiaoping Wang, Junnan Li, Xin Zhan, Zhigang Zeng, A Domain Generalization and Residual Network Based Emotion Recognition from Physiological Signals, Cyborg and Bionic Systems, Vol. 5, pp. 0074, 2024
[13] Chao Yang, Xiaoping Wang, A Bio-inspired Decision-Making Memristive Circuit based on Classical and Operant Conditioning, IEEE Transactions on Automation Science and Engineering, 2023, DOI: 10.1109/TASE.2023.3326461
[14] Liangyu Chen, Xiaoping Wang, Zhanfei Chen, Chao Yang, Zhigang Zeng, A Novel Brain-Inspired Hierarchical Perception-Association Circuit Based on Memristor Arrays, AEUE-International Journal of Electronics and Communications, Vol.171, pp. 154918, 2023
[15] Fangmin Ren, Xiaoping Wang, Conditional Sliding Mode Control-Based Fixed-Time Stabilization of Fuzzy Uncertain Complex System, IEEE Transactions on Fuzzy Systems, vol.32, no.3, pp:921-933, 2024
[16] Zhanfei Chen, Xiaoping Wang, Chao Yang, Zilu Wang, Zhigang Zeng, Memristive Circuit Design for Personalized Emotion Generation With Memory and Retrieval Functions. IEEE Transactions on Cognitive and Developmental Systems, 2023, doi: 10.1109/TCDS.2023.3317066.
[17] 丁明慧，王小平，曾志刚. 基于忆阻的嗅觉感知及跨模态联想电路设计与实现，中国科学:信息科学，第53卷，第12期：2561-2576，2023
[18] Fangmin Ren, Xiaoping Wang, Zhigang Zeng, Novel Fixed-Time Stability Criteria of Nonlinear Systems and Applications in Fuzzy Competitive Neural Network and Chua's Oscillator, Neural Computing and Applications, vol.35, pp.16527-16542, 2023
[19] Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng, A Graph Network based Multimodal Fusion Technique for Emotion Recognition in Conversation, Neurocomputing, Vol.550, pp. 126427, 2023
[20] Chen Wei; Xiaoping Wang; Meng Hui; Zhigang Zeng, Quasi-Synchronization of Fractional Multiweighted Coupled Neural Networks via Aperiodic Intermittent Control, IEEE Transactions on Cybernetics, vol.54, no.3, pp. 1671-1684, 2024
[21] Jiang Li; Xiaoping Wang; Guoqing Lv; Zhigang Zeng, GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection, IEEE Transactions on Affective Computing, Vol.15, No.1, pp. 130-143, 2024
[22] Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng, GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition, IEEE Transactions on Multimedia, Vol.26, pp.77-89, 2023
[23] Yaozhong Zhang, Mingxuan Jiang, Xiaoping Wang, Zhigang Zeng, A Novel Two-Layer Memristive Spiking Neural Network with Spatio-Temporal Backpropagation, 2022 14th International Conference on Advanced Computational Intelligence (ICACI), 15-17 July 2022, Wuhan, China, DOI: 10.1109/ICACI55529.2022.9837606
[24] Liu Yingjian; Wang Xiaoping; Lei Shanglin, Emotion Prediction in Conversation Based on Relationship Extraction, 2022 IEEE International Conference on Cyborg and Bionic Systems (CBS), 24-26 March 2023, Wuhan, China, DOI: 10.1109/CBS55922.2023.10115361
[25] Sen Zhang, Chunbiao Li, Jiahao Zheng, Xiaoping Wang, Zhigang Zeng, Guanrong Ron Chen, Memristive Autapse-coupled Neuron Model with External Electromagnetic Radiation Effects, IEEE Transactions on Industrial Electronics, vol.70, no.11, pp: 11618-11627, 2023, DOI: 10.1109/TIE.2022.3225847
[26] Fangmin Ren, Xiaoping Wang, Zhigang Zeng, Improved Fixed-Time Stabilization of Fuzzy Neural Networks with Distributed Delay Via Adaptive Sliding Mode Control, IEEE Transactions on Fuzzy Systems, Vol.31, No.6, pp: 2029-2043, 2023
[27] Chao Yang, Xiaoping Wang, Zhanfei Chen, Sen Zhang, Zhigang Zeng, Memristive Circuit Implementation of Operant Cascaded with Classical Conditioning, IEEE Transactions on Biomedical Circuits and Systems, vol.16, no.5, pp: 926-938, 2022
[28] Yaozhong Zhang, Xiaoping Wang, Chao Yang, Zhigang Zeng, Memristive Circuit Design of Quantized Convolutional Auto-Encoder with Pipeline, IEEE Transactions on Emerging Topics in Computational Intelligence, Vol.7, No.4, pp: 1301-1313, 2023
[29] Jiahao Zheng, Sen Zhang, Zilu Wang, Xiaoping Wang, Zhigang Zeng. Multi-channel Weight-sharing Autoencoder Based on Cascade Multi-head Attention for Multimodal Emotion Recognition, IEEE Transactions on Multimedia, DOI: 10.1109/TMM.2022.3144885
[30] Sun shu, Wang Xiaoping, Junnan Li, Cheng Lian. Landslide Evolution State Prediction and Down-Level Control Based on Multi-Task Learning, Knowledge-Based Systems, Vol. 238, pp.107884, 2022
[31] Chao Yang, Xiaoping Wang, Zhigang Zeng. Full-circuit Implementation of Transformer Network Based on Memristor. IEEE Transactions on Circuits and Systems--I: Regular Papers, vol.69, no.4, pp.1395-1407, 2022
[32] ZiluWang, XiaopingWang, Zhigang Zeng. Memristive Circuit Design of Brain-Like Emotional Learning and Generation. IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3090811, 2021
[33] ZiluWang, XiaopingWang, Zhigang Zeng. Memristive Circuit Design of Brain-inspired Emotional Evolution based on Theories of Internal Regulation and External Stimulation. IEEE Transactions on Biomedical Circuits and Systems, Vol.15, No.6, pp.1380-1392, 2021
[34] Zhang Sen, Li Chunbiao, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang, ChenGuanrong. Generating Any Number of Diversified Hidden Attractors via Memristor Coupling. IEEE Transactions on Circuits and Systems I: Regular Papers, Vol 68, No.12, pp.4945-4956, 2021
[35] Zhang Sen, Li Chunbiao, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang, Peng Xuenan. Generating Any Number of Initial Offset-boosted Coexisting Chua's Double-scroll Attractors via Piecewise-nonlinear Memristor. IEEE Transactions on Industrial Electronics, Vol. 69, No.7, pp.7202-7212, 2022
[36] Zhang Sen, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang. A novel no-equilibrium HR neuron model with hidden homogeneous extreme multistability. Chaos, Solitons and Fractals, Vol. 145, pp. 110761, 2021
[37] Zhang Sen, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang, Peng Xuenan. A Novel Nonideal Flux-Controlled Memristor Model for Generating Arbitrary Multi-Double-Scroll and Multi-Double-Wing Attractors. International Journal of Bifurcation and Chaos, Vol. 31, No. 6, pp. 2150086, 2021
[38] Zhang Sen, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang. Multi-scroll hidden attractor in memristive HR neuron model under electromagnetic radiation and its applications. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 31, No. 1, pp. 011101, 2021
[39] Chengyang Xie, Xiaoping Wang. Gated pe-nl-ma: a multi-modal attention based network for video understanding. Neurocomputing, vol.423, pp.148-157, 2021
[40] Yang Zijia, Wang Xiaoping. Memristor-based BAM circuit implementation for image associative memory and filling-in. Neural computing & applications, Vol. 33, No. 13, pp. 7929-7942, 2021
[41] Chaoxun Pan, Qinghui Hong, Xiaoping Wang. A novel memristive chaotic neuroncircuit and its application in chaotic neural networks for associative memory. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. Vol.40, No.3, pp.521-532, 2020
[42] Zhang Sen, Zheng Jiahao, Wang Xiaoping, Zeng Zhigang, He Shaobo. Initial offset boosting coexisting attractors in memristive multi-double-scroll Hopfield neural network. Nonlinear Dynamics, 102(4), 2821-284, 2020
[43] Zhang Sen, Wang Xiaoping. Zeng Zhigang. A simple no-equilibrium chaotic system with only one signum function for generating multidirectional variable hidden attractors and its hardware implementation. Chaos: An Interdisciplinary Journal of Nonlinear Science, Vol. 30, no. 5, pp.053129. 2020
[44] Zilu Wang, Xiaoping Wang, Zezao Lu, Weiguo Wu, Zhigang Zeng.The design of memristive circuit for affective multi-associative learning. IEEE Transactions on Biomedical Circuits and Systems, vol. 14, no. 2, pp. 173-185, 2020
[45] Ziluwang, Qinghui Hong, Xiaoping Wang. A memristive circuit implementation of eyes state detection in fatigue driving based on biological long short-term memory rule. IEEE/ACMTransactions on Computational Biology and Bioinformatics.vol.18, no.6, pp. 2218-2229, 2021
[46] Meijia Shang, Xiaoping Wang. A memristor-based circuit design for generalization and differentiation on Pavlov associative memory. Neurocomputing, vol.389, pp.18–26, 2020
[47] Qinghui Hong, Ya Li, Xiaoping Wang, Memristive continuous Hopfield neural network circuit for image restoration. Neural Computing and Applications, vol.32, pp.8175-8185, 2020
[48] Kechuan Wu, Xiaopig Wang. Enhanced memristor-based MNNs performance on noisy dataset resulting from memristive stochasticity. IET Circuits, Devices & Systems, Vol.13, No.5, pp:704-709, 2019
[49] Zilu Wang, Qinghui Hong and Xiaoping Wang, “Memristive Circuit Design of Emotional Generation and Evolution Based on Skin-like Sensory Processor”, IEEE Transactions on Biomedical Circuits and Systems, Vol. 13, No. 4, pp. 631-644, 2019
[50] Zilu Wang, Xiaoping Wang, A Novel Memristor-Based Circuit Implementation of Full-Function Pavlov Associative Memory Accorded With Biological Feature, IEEE Transactions on Circuits and Systems I: Regular Papers, 2018, 65(7): 2210-2220
[51] Yang Zhang, Xiaoping Wang, Eby G. Friedman, Memristor-Based Circuit Design for Multilayer Neural Networks, IEEE Transactions on Circuits and Systems I: Regular Papers, 2018, 65(2): 677-686
[52] Xiaoping Wang, Qian Wu, Qiao Chen, Zhigang Zeng, A Novel Design for Memristor-Based Multiplexer via NOT-Material Implication, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018,37(7):1436-1444
[53] Xiaoping Wang, Shuai Li, Hui Liu, Zhigang Zeng, A Compact Scheme of Reading and Writing for Memristor-Based Multi-Valued Memory, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018, 37(7): 1505-1509
[54] Xiaoping Wang, Shuai Li, Zhigang Zeng, Configurable Logic Operations Using Hybrid CRS-CMOS Cells, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2018, 26(12):2641-2647
[55] Qinghui Hong, Ya Li, Xiaoping Wang, and Zhigang Zeng, A Versatile Pulse Control Method to Generate Arbitrary Multi-direction Multi-butterfly Chaotic Attractors, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol.38, No.8, pp.1480-1492, 2019
[56] Qinghui Hong, Liang Zhao, Xiaoping Wang, Novel Circuit Designs of Memristor Synapse and Neuron, Neurocomputing, Vol, 330, pp.11-16, 2019
[57] Liang Zhao, Qinghui Hong, Xiaoping Wang, Novel Designs of Spiking Neuron Circuit and STDP Learning Circuit Based on Memristor, Neurocomputing, vol.314, pp:207-214, 2018
[58] Rui Yang, Heming Huang, Qinghui. Hong, Xuebing Yin, Zhenghua Tan, Tuo Shi, Yaxiong Zhou, Xiangshui Miao, Xiaoping Wang, Shaobo Mi, Chunlin Jia, Xin Guo, Synaptic Suppression Triplet-STDP Learning Rule Realizd in Second-Order Memristors, Advanced Functional Materials, vol.28, no.5, pp: 1704455, 2018
[59] Xiaoping Wang, Ran Yang, Zhigang Zeng, Qiao Chen, Shuangyu Zhu, An improvement of two-step write scheme in complementary resistive switch array, IET Circuits, Devices & Systems, 2018,12(1):50-54
[60] Xiaoping Wang, Bowen Xu, Lin Chen, Efficient Memristor Model Implementation for Simulation and Application, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2017, 36(7):1226-1230
[61] Yang Zhang, Yi Li, Xiaoping Wang, Eby G. Friedman, Synaptic Characteristics of Ag/AgInSbTe/Ta-Based Memristor for Pattern Recognition Applications, IEEE Transactions on Electron Devices, 2017, 64(4): 1806-1811
[62] Yang Zhang, Xiaoping Wang, Yi Li, Eby G. Friedman, Memristive model for synaptic circuits, IEEE Transactions on Circuits and Systems II: Express Briefs, 2017, 64(7): 761-771
[63] Yanwen Guo, Xiaoping Wang, Zhigang Zeng, A Compact memristor-CMOS hybrid Look-up-table Design and Potential Application in FPGA, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2017, 36(12): 2144-2148
[64] Qiao Chen, Xiaoping Wang, Haibo Wan, Ran Yang, A logic circuit design for perfecting memristor-based material implication, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2017, 36(2): 279-284
[65] Qiao Chen, Xiaoping Wang, Haibo Wan, Ran Yang, Jian Zheng, A circuit design for multi-inputs stateful OR gate，Physics Letters A，2016，380(38)：3081-3085
[66] Xiaoping Wang, Lin Chen, Yi Shen, and Bowen Xu, A novel circuit design for complementary resistive switch based stateful logic operations, Chinese Physics B. Vol.25, No.5, pp:058502, 2016
[67] Xiaoping Wang, Min Chen, Yi Shen, Switching mechanism for TiO2 memristor and quantitative analysis of exponential model parameters. Chinese Physics B. Vol.24, No.8, pp:088401, 2015
[68] Yang Zhang, Yi Shen, Xiaoping Wang, Lina Cao. A Novel Design for Memristor-Based Logic Switch and Crossbar Circuits. IEEE Transactions on Circuits and Systems I-Regular Papers. Vol.62, No.5, pp:1402-1411, 2015
[69] Yang Zhang, Yi Shen, Xiaoping Wang, Yanwen Guo. A Novel Design for a Memristor-Based OR Gate. IEEE Transactions on Circuits and Systems II-Express Briefs. Vol.62, No.8, pp:781-785, 2015
[70] 王小平，沈轶，吴计生，孙军伟，李薇，忆阻及其应用研究综述，自动化学报，Vol.39, No.4, pp:1170-1184, 2013
