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Xiaohui Liu
Researcher at Brunel University London
Publications - 395
Citations - 27979
Xiaohui Liu is an academic researcher from Brunel University London. The author has contributed to research in topics: Linear matrix inequality & Exponential stability. The author has an hindex of 81, co-authored 354 publications receiving 23301 citations. Previous affiliations of Xiaohui Liu include Universities UK & Nanjing University of Science and Technology.
Papers
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A survey of deep neural network architectures and their applications
TL;DR: This work was supported in part by the Royal Society of the UK, the National Natural Science Foundation of China, and the Alexander von Humboldt Foundation of Germany.
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A Grid-Based Evolutionary Algorithm for Many-Objective Optimization
TL;DR: A grid-based evolutionary algorithm (GrEA) to solve many-objective optimization problems and shows the effectiveness and competitiveness of the proposed GrEA in balancing convergence and diversity.
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Global exponential stability of generalized recurrent neural networks with discrete and distributed delays
TL;DR: A linear matrix inequality (LMI) approach is developed to establish sufficient conditions for the RNNs to be globally exponentially stable, and the existence and uniqueness of the equilibrium point under mild conditions is proved.
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Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays
TL;DR: A synchronization problem is investigated for an array of coupled complex discrete-time networks with the simultaneous presence of both the discrete and distributed time delays and an LMI approach is developed for the state estimation problem.
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Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses
TL;DR: In this paper, an observer-based feedback controller is designed to robustly exponentially stabilize the networked system in the sense of mean square and also achieve the prescribed Hinfin disturbance-rejection-attenuation level.