Search Results - "Du, Yuanhua"

Dual attentive fusion for EEG-based brain-computer interfaces by Du, Yuanhua, Huang, Jian, Huang, Xiuyu, Shi, Kaibo, Zhou, Nan

“…The classification based on Electroencephalogram (EEG) is a challenging task in the brain-computer interface (BCI) field due to data with a low signal-to-noise…”
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Fast Global and Local Semi-Supervised Learning via Matrix Factorization by Du, Yuanhua, Luo, Wenjun, Wu, Zezhong, Zhou, Nan

“…Matrix factorization has demonstrated outstanding performance in machine learning. Recently, graph-based matrix factorization has gained widespread attention…”
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Synchronization for Delayed Fractional-Order Memristive Neural Networks Based on Intermittent-Hold Control with Application in Secure Communication by Yao, Xueqi, Shi, Jingxi, Zhong, Shouming, Du, Yuanhua

“…This article investigates the dynamic behaviors of delayed fractional-order memristive fuzzy cellular neural networks via the Lyapunov method. To address the…”
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Finite-time boundedness of state estimation for neural networks with time-varying delays by Cheng, Jun, Zhong, Shouming, Zhong, Qishui, Zhu, Hong, Du, Yuanhua

“…In this paper, we study the finite-time boundedness problem for neural networks with time-varying delays. By introducing a newly augmented Lyapunov–Krasovskii…”
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H Controller Design for Singular Stochastic Markovian Jump System With Time-Varying Delay by Du, Yuanhua, Zhou, Yuqian, Shi, Kaibo, Yang, Yaoru

“…This considers the problem of H ∞ controller design for singular stochastic systems. The systems have Markovian jump and time-varying delay. We aim to design a…”
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Exponential stability for stochastic Cohen–Grossberg BAM neural networks with discrete and distributed time-varying delays by Du, Yuanhua, Zhong, Shouming, Zhou, Nan, Shi, Kaibo, Cheng, Jun

“…This paper considers the issue of exponential stability analysis for stochastic Cohen–Grossberg BAM (SCGBAM) neural networks with discrete and distributed…”
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Complete delay-decomposing approach to exponential stability for uncertain cellular neural networks with discrete and distributed time-varying delays by Du, Yuanhua, Wen, Wu, Zhong, Shouming, Zhou, Nan

“…This paper considers the problem of exponential stability of uncertain cellular neural networks with discrete and distribute time-varying delays. Some new…”
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Hybrid Impulsive Control Based Synchronization of Leakage and Multiple Delayed Fractional-Order Neural Networks with Parameter Mismatch by Yao, Xueqi, Zhong, Shouming, Du, Yuanhua

“…This paper studies synchronization problems for a kind of parameter mismatched fractional-order neural networks with leakage terms and multiple delays by…”
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Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering by Zhou, Nan, Choi, Kup-Sze, Chen, Badong, Du, Yuanhua, Liu, Jun, Xu, Yangyang

“…This article proposes a novel low-rank matrix factorization model for semisupervised image clustering. In order to alleviate the negative effect of outliers,…”
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Robust reliable H∞ control for neural networks with mixed time delays by Du, Yuanhua, Liu, Xinzhi, Zhong, Shouming

“…This paper considers the problem of robust reliable H∞ control for neural networks. The system has time-varying delays, parametric uncertainties and faulty…”
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Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation by Zhou, Nan, Chen, Badong, Du, Yuanhua, Jiang, Tao, Liu, Jun, Xu, Yangyang

“…Concept factorization (CF) has shown its great advantage for both clustering and data representation and is particularly useful for image representation…”
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Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation by Zhou, Nan, Cheng, Hong, Qin, Jing, Du, Yuanhua, Chen, Badong

“…In order to efficiently utilize the information in the data and eliminate the negative effects of outliers in the principal component analysis (PCA) method, in…”
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Adaptive Control for Delayed Fractional-Order Fuzzy Cellular Neural Networks with Parameter Mismatch by Yao, Xueqi, Zhong, Shouming, Du, Yuanhua

“…This paper considers a kind of multiple delayed fractional-order fuzzy cellular neural networks, the parameters in this system is mismatched. By using Lyapunov…”
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Global asymptotic stability of Markovian jumping stochastic Cohen–Grossberg BAM neural networks with discrete and distributed time-varying delays by Du, Yuanhua, Zhong, Shouming, Zhou, Nan

“…This paper considers the problem of global asymptotic stability analysis for Markovian jumping stochastic Cohen–Grossberg BAM (MJSCGBAM) neural networks. The…”
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Robust semi-supervised data representation and imputation by correntropy based constraint nonnegative matrix factorization by Zhou, Nan, Du, Yuanhua, Liu, Jun, Huang, Xiuyu, Shen, Xiao, Choi, Kup-Sze

“…Many methods have been proposed recently for high-dimensional data representation to reduce the dimensionality of the data. Matrix Factorization (MF) as an…”
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On design of H∞ control for singular stochastic systems with Markovian jump and time-varying delay by Yuanhua Du, Shouming Zhong

“…This paper deals with the problem of H ∞ controller design for Markovian jump singular stochastic systems. Based on the linear matrix inequalities (LMIs)…”
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Delay-dependent exponential passivity of uncertain cellular neural networks with discrete and distributed time-varying delays by Du, Yuanhua, Zhong, Shouming, Xu, Jia, Zhou, Nan

“…This paper is concerned with the delay-dependent exponential passivity analysis issue for uncertain cellular neural networks with discrete and distributed…”
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Correntropy based model predictive controller with multi-constraints for robust path trajectory tracking of self-driving vehicle by Zhou, Nan, Qin, Hao, Choi, Kup-Sze, Du, Yuanhua, Liu, Jun, Li, Ping, Huang, Xiaoyan, Shi, Kaibo, Xu, Yangyang

“…Self-driving vehicles must be equipped with path tracking capability to enable automatic and accurate identification of the reference path. Model Predictive…”
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Exponential passivity of BAM neural networks with time-varying delays by Du, Yuanhua, Zhong, Shouming, Zhou, Nan, Nie, Lei, Wang, Wenqin

“…The problem of delay-dependent exponential passivity analysis is investigated for BAM neural networks with time-varying delays. By establishing a suitable…”
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[Formula Omitted] Controller Design for Singular Stochastic Markovian Jump System With Time-Varying Delay by Du, Yuanhua, Zhou, Yuqian, Shi, Kaibo, Yang, Yaoru

“…This considers the problem of H∞ controller design for singular stochastic systems. The systems have Markovian jump and time-varying delay. We aim to design a…”
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