Search Results - "Han, Lixin"

A supervised multi-spike learning algorithm based on gradient descent for spiking neural networks by Xu, Yan, Zeng, Xiaoqin, Han, Lixin, Yang, Jing

“…We use a supervised multi-spike learning algorithm for spiking neural networks (SNNs) with temporal encoding to simulate the learning mechanism of biological…”
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Types of Coupling between the Stratospheric Polar Vortex and Tropospheric Polar Vortex, and Tropospheric Circulation Anomalies Associated with Each Type in Boreal Winter by Han, Lixin, Shi, Chunhua, Guo, Dong

“…Fifty years of daily ERA5 reanalysis data are employed to investigate the linkages between the strength of the stratospheric polar vortex and the tropospheric…”
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GBVSSL: Contrastive Semi-Supervised Learning Based on Generalized Bias-Variance Decomposition by Li, Shu, Han, Lixin, Wang, Yang, Zhu, Jun

“…Mainstream semi-supervised learning (SSL) techniques, such as pseudo-labeling and contrastive learning, exhibit strong generalization abilities but lack…”
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How digital transformation improve government performance: The mediating role of partnering agility by Xiao, Jianying, Zhang, Hui, Han, Lixin

“…With the rapid development of information and communication technologies, digital transformation has already been underway in various fields around the world…”
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Whole-Transcriptome Sequencing of Knee Joint Cartilage from Kashin-Beck Disease and Osteoarthritis Patients by Han, Lixin, Cheng, Bolun, Wei, Wenming, Liu, Li, Cheng, Shiqiang, Liu, Huan, Jia, Yumeng, Wen, Yan, Zhang, Feng

“…The aim of this study was to provide a comprehensive understanding of similarities and differences in mRNAs, lncRNAs, and circRNAs within cartilage for…”
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Multivariable System Prediction Based on TCN-LSTM Networks with Self-Attention Mechanism and LASSO Variable Selection by Shao, Yiqin, Tang, Jiale, Liu, Jun, Han, Lixin, Dong, Shijian

“…Intelligent prediction of key output variables that are difficult to measure online in complex systems has important research significance. In this paper, by…”
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Two-Degrees-of-Freedom PID Control with Kalman Filter for Engraving Machine System by Dong, Shijian, Hao, Leilei, Shao, Yiqin, Liu, Jun, Han, Lixin

“…For an engraving machine system with input dynamic disturbance and output random measurement noise, a two-degrees-of-freedom proportional integral derivative…”
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Personalized Recommendation via Trust-Based Diffusion by Liu, Yuanzhen, Han, Lixin, Gou, Zhinan, Yang, Yi

“…The diffusion-based algorithm is a promising member of the family of recommendation algorithms. It makes recommendations through the diffusion process on…”
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Associations of B Vitamin-Related Dietary Pattern during Pregnancy with Birth Outcomes: A Population-Based Study in Northwest China by Li, Shanshan, Liu, Danmeng, Kang, Yijun, Qu, Pengfei, Mi, Baibing, Zhu, Zhonghai, Han, Lixin, Zhao, Yaling, Chen, Fangyao, Pei, Leilei, Zeng, Lingxia, Wang, Duolao, Yan, Hong, Dang, Shaonong

“…This study aimed to derive a maternal dietary pattern to explain the variation in B vitamins during pregnancy and to investigate this pattern in relation to…”
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Sensitivity-Based Adaptive Learning Rules for Binary Feedforward Neural Networks by Zhong, Shuiming, Zeng, Xiaoqin, Wu, Shengli, Han, Lixin

“…This paper proposes a set of adaptive learning rules for binary feedforward neural networks (BFNNs) by means of the sensitivity measure that is established to…”
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Sensitivity study of Binary Feedforward Neural Networks by Huang, Lihong, Zeng, Xiaoqin, Zhong, Shuiming, Han, Lixin

“…This paper presents a novel and effective approach for establishing a quantified output sensitivity of Binary Feedforward Neural Networks to weight and input…”
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Effect of Sleep Quality on Anxiety and Depression Symptoms among College Students in China’s Xizang Region: The Mediating Effect of Cognitive Emotion Regulation by Wang, Yingting, Guang, Zixuan, Zhang, Jinjing, Han, Lixin, Zhang, Rongqiang, Chen, Yichun, Chen, Qi, Liu, Zhenjia, Gao, Yuan, Wu, Ruipeng, Wang, Shaokang

“…Background: While the exact mechanisms are not fully understood, there are significant links between sleep quality, anxiety, depressive symptoms, and cognitive…”
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Clustering Mixed Data Based on Density Peaks and Stacked Denoising Autoencoders by Duan, Baobin, Han, Lixin, Gou, Zhinan, Yang, Yi, Chen, Shuangshuang

“…With the universal existence of mixed data with numerical and categorical attributes in real world, a variety of clustering algorithms have been developed to…”
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A New Cockroach Colony Optimization Algorithm for Global Numerical Optimization by Cheng, Le, Han, Lixin, Zeng, Xiaoqin, Bian, Yuetang

“…Inspired by the behavior of cockroaches in nature, this paper presents a new optimization algorithm called Cockroach colony optimization (CCO). In the CCO…”
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Tagrec-CMTF: Coupled Matrix and Tensor Factorization for Tag Recommendation by Yang, Yi, Han, Lixin, Gou, Zhinan, Duan, Baobin, Zhu, Jun, Yan, Hong

“…In order to address data sparsity, missing value, and over-fitting problems in a social tagging system, a coupled matrix and tensor factorization (CMTF) method…”
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Constructing Dynamic Topic Models Based on Variational Autoencoder and Factor Graph by Gou, Zhinan, Han, Lixin, Sun, Ling, Zhu, Jun, Yan, Hong

“…Topic models are widely used in various fields of machine learning and statistics. Among them, the dynamic topic model (DTM) is the most popular time-series…”
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O19: Integrated analyses of data from clinical trials of delandistrogene moxeparvovec gene therapy in DMD by O’Rourke, Erin, Proud, Crystal, Zaidman, Craig, Shieh, Perry B., McDonald, Craig, Day, John W., Mason, Stefanie, Guridi, Maitea, Han, Lixin, Yu, Lixi, Reid, Carol, Darton, Eddie, Wandel, Christoph, Richardson, James, Malhotra, Jyoti, Singh, Teji, Rodino-Klapac, Louise, Mendell, Jerry

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Adaptive Cockroach Colony Optimization for Rod-Like Robot Navigation by Cheng, Le, Han, Lixin, Zeng, Xiaoqin, Bian, Yuetang, Yan, Hong

“…Based on the Cockroach Swarm Optimization （CSO） algorithm, a new Cockroach Colony Optimization （CCO） algorithm is presented and applied to the Robot Path…”
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Assigning appropriate weights for the linear combination data fusion method in information retrieval by Wu, Shengli, Bi, Yaxin, Zeng, Xiaoqin, Han, Lixin

“…In data fusion, the linear combination method is a very flexible method since different weights can be assigned to different systems. However, it remains an…”
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A fuzzy biclustering algorithm for social annotations by Han, Lixin, Hong, Yan

“…In recent years, there has been considerable interest in the analysis of social annotations. Social annotations allow users to annotate web resources more…”
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