Xinyi Han

ORCID: 0000-0003-2531-6995
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About
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Research Areas
  • Advanced Memory and Neural Computing
  • stochastic dynamics and bifurcation
  • Neural Networks Stability and Synchronization
  • Adaptive Control of Nonlinear Systems
  • Metaheuristic Optimization Algorithms Research
  • Evolutionary Algorithms and Applications
  • Fault Detection and Control Systems
  • Fuzzy Logic and Control Systems
  • Remote-Sensing Image Classification
  • Adversarial Robustness in Machine Learning
  • Advanced Control Systems Optimization
  • Guidance and Control Systems

University of Electronic Science and Technology of China
2023-2024

This article investigates the stabilization problem of delayed memristive neural networks (DMNNs) driven by mixed deception attacks. It is noted that information extremely vulnerable to attacks when it transmitted in open network channels, this paper considers situation on which will have an effect both state signals and control signals, lead a decline accuracy, as well affect performance actuator. In addition, cause system instability. study proposes method can successfully defend against...

10.1109/iccad57653.2023.10152330 article EN 2023-05-10

Researchers have shown the feasibility of memristive networks for some swarm intelligence algorithms like Ant Colony Algorithm (ACO). In this paper, a matrix-based Genetic (MGA) image edge detection is proposed, which means evolution process (GA) transformed to matrix computation in application detection. Secondly, memristor circuits are designed and mapping relationship between GA built up deployment operators. Thirdly, simulation results show deploying with memristors experiment compared...

10.1145/3638884.3638895 article EN 2023-12-14
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