近期论文
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人工智能
Xu Yang*, Yunlin Lei, Mengxing Wang, Jian Cai, Miao Wang, Ziyi Huan, Xialv Lin, Evaluation of the Effect of the Dynamic Behavior and Topology Co-learning of Neurons and Synapses on the Small-Sample Learning Ability of Spiking Neural Network, Brain Sciences, 2022. 12, 139. https://doi.org/10.3390/brainsci12020139. (SCI 三区, IF: 3.333)
He Hu; Wang Qilin; Yang Xu*; Lei Yunlin; Cai Jian; Deng Ning; A Memory Neural System Built Based on Spiking Neural Network. Neurocomputing. 2021. (SCI 二区,IF: 5.779)
Liu Jing; Yang Xu*; Zhu Yimeng; Lei Yunlin; Cai Jian; Wang Miao; Huan Ziyi; Lin Xialv; How Neuronal Noises Influence Spiking Neural Networks's Cognitive Learning Process: A Preliminary Study. Brain Sciences. 2021, 11(2), 153. (SCI 三区, IF: 3.333)
Yang, X.*, Lin, J., Zheng, W. et al. Research on learning mechanism designing for equilibrated bipolar spiking neural networks. Artificial Intelligence Review, 2020. 53, 5189–5215. (SCI 二区,IF: 9.588)
Yang X, Liu G, Deng S, et al. Exploration of a mechanism to form bionic, self-growing and self-organizing neural network[J]. Artificial Intelligence Review, (2019) 52(1): 585-605.(SCI 二区,IF: 9.588)
Hu He, Yingjie Shang, Xu Yang*, Yingze Di, Jiajun Lin, Yimeng Zhu, Wenhao Zheng, Jinfeng Zhao, Mengyao Ji, Liya Dong, Ning Deng, Yunlin Lei, Zenghao Chai, Constructing an Associative Memory System Using Spiking Neural Network, Frontiers in Neuroscience, 2019, Vol. 13, p: 650. (SCI 二区,IF: 5.152)
Hu He, Xu Yang*, Zhiheng Xu, Ning Deng, Yingjie Shang, Guo Liu, Mengyao Ji, Wenhao Zheng, Jinfeng Zhao, Liya Dong, Implementing artificial neural networks through bionic construction, PLOS One, Vol. 14, No.2 : e0212368, 2019. (SCI 二区,IF: 3.752)
Yang, Xu*; Deng, Songgaojun; Ji, Mengyao; Zhao, Jinfeng; Zheng, Wenhao. Neural Network Evolving Algorithm Based on the Triplet Codon Encoding Method. Genes 2018. 9, no. 12: 626. (SCI 三区,IF:4.141)
数据科学
Ting Lin, Miao Wang, Min Yang, Xu Yang*; A Hidden Markov Ensemble Algorithm Design for Time Series Analysis. Sensors, 2022. 22, 2950. https://doi.org/10.3390/s22082950. (SCI 三区,IF: 3.847)
Wei Wei; Yang Xu*; Utility of Convolutional Neural Network Based Algorithm in Medical Images for Liver Fibrosis Assessment. 2021. Chinese Medical Journal.Vol. 134, No. 18 :2255-2257. (SCI 三区,IF: 6.133)
Peng Tu; Chen Xiaoya; Wan Ming; Jin Lizhu; Wang Xiaofeng; Du Xuejie; Ge Hui*; Yang Xu*; The Prediction of Hepatitis E through Ensemble Learning. International Journal of Environmental Research and Public Health. 2021, 18(1), 159. Jan. (SCI 三区,IF: 4.614)
Hui Ge, Keyan Gao, Shaoqiong Li, Wei Wang, Qiang Chen, Xialv Lin, Ziyi Huan, Xuemei Su*, Xu Yang*. An Automatic Approach Designed for Inference of the Underlying Cause-of-death of Citizens. International Journal of Environmental Research and Public Health. 2021, 18(5), 2414. Mar. (SCI 三区,IF: 4.614)
Lin Xialv; Wang Xiaofeng; Wang Yuhan; Du Xuejie; Jin Lizhu; Wan Ming*; Ge Hui*; Yang Xu*; Optimized Neural Network Based on Genetic Algorithm to Construct Hand-Foot-and-Mouth Disease Prediction and Early-Warning Model, International Journal of Environmental Research and Public Health, 2021, 18(6): 2959. Mar. (SCI 三区,IF: 4.614)
Yang Xu*; Chen Guo; Qian Yunchong; Wang Yuhan; Zhai Yisong; Fan Debao; Xu Yang; Prediction of Myopia in Adolescents through Machine Learning Methods. International Journal of Environmental Research and Public Health 2020, 17(2), 463. (SCI 三区,IF: 4.614)
Peng Tu; Yang Xu*; Xu Zi; Liang Yu; Constructing Environmental Friendly Low Carbon Emission Intelligent Transportation System Based on Big Data and Machine Learning Methods. Sustainability. 2020, 12(19), 8118. (SCI 三区,IF: 3.889)
Yu, Canqing, Tang, Haijing, Guo, Yu, Bian, Zheng, Yang, Ling, Chen, Yiping, Tang, Aiyu, Zhou, Xue, Yang, Xu, Chen, Junshi, Chen, Zhengming, Lv, Jun, Li, Liming, Hot Tea Consumption and Its Interactions With Alcohol and Tobacco Use on the Risk for Esophageal Cancer A Population-Based Cohort Study. Annals of Internal Medicine, 2018;168(7):489-497. (SCI 一区,IF: 51.598)
体系架构
Ting Lin, Ziyi Huan, Yongcan Shi, Xu Yang*; Implementation of Smart Contract on Consortium Blockchains for IoT Application; Sustainability. 2022. 14, 3921. https://doi.org/10.3390/su14073921. (SCI 三区,IF: 3.889)
Lin Ting; Yang Xu*; Wang Taoyi; Peng Tu; Xu Feng; Lao Shengxiong; Ma Siyuan; Wang Hanfeng; Hao Wenjiang; Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors. 2020, 20(11), 3268. (SCI 三区,IF: 3.847)
Yang, Xu; Hou, Yumin; He, Hu*. A Processing-in-Memory Architecture Programming Paradigm for Wireless Internet-of-Things Applications. Sensors 19, no. 1: 140. 2019. (SCI 三区,IF: 3.847)
Xu Yang, Yumin Hou, Junping Ma, Hu He*. CDSP: A Solution for Privacy and Security of Multimedia Information Processing in Industrial Big Data and Internet of Things, Sensors, Vol. 19. No. 3 : 556, 2019. (SCI 三区,IF: 3.847)
He H, Yang X*, Zhang Y. On Improving Performance and Energy Efficiency for Register-File Connected Clustered VLIW Architectures for Embedded System Usage[J]. Computer Journal, 2017, 60(9):1338-1352. (CCF推荐B类期刊,IF: 1.762)
Xu Yang, Path-Dividing Based Scheduling Algorithm for Reducing Energy Consumption of Clustered VLIW Architectures[J]. IEEE Transactions on Computers, vol.63, no.10, pp.2526-2539, Oct. 2014. (SCI 二区,IF: 3.183)
Xu Yang, Deyuan Guo, Hu He, Haijing Tang, and Yanjun Zhang. An Implementation of Message-Passing Interface over VxWorks for Real-Time Embedded Multi-Core Systems. The Computer Journal, vol. 57, no. 11, pp. 1756-1764, Nov. 2014.(CCF推荐B类期刊,IF: 1.762)
Yang Xu, He Hu. An Advanced Compiler Designed for a VLIW DSP for Sensors-Based Systems. Sensors. Vol. 12, No. 4. pp 4466-4478,April 2012. (SCI 三区,IF: 3.847)