Latest Research in Neural Networks Stability and Synchronization

34 research papers · 2026 median publication year

Top Research Topics in Neural Networks Stability and Synchronization

Highest-Cited Papers

  1. Controllability and Observability Conditions for Impulsive DAEs on Time Scales
  2. Optimized fractional-order control for finite-time stabilization of energy-saving and emission-reduction process
  3. Global Mittag–Leffler synchronization of fractional-order Clifford-valued neural networks with mixed time-varying delays via adaptive quantized pinning control
  4. Asymptotic synchronisation of quaternion-valued neutral-type Cohen-Grossberg neural networks with time-delays by non-decomposition method
  5. On the Principal Relative Degree for Linear Time-Delay Systems with Applications to Tracking, Disturbance Decoupling, and Model Matching
  6. Weighted Moment Estimation for Uncertain Delay Differential Equations and Its Application in Birth Rate Modeling
  7. Finite-Time Stability and Fixed-Time Stability of Stochastic Delay System with Lévy Noise
  8. Convergence-to-Zero and Guaranteed-Cost Synchronization of Caputo–Hadamard Fractional-Order Systems with a Time-Varying Delay
  9. Stabilization of First-Order Partial Integro-Differential Equations with Concurrent Input and State Delays
  10. Exponential stability of impulsive fractional-order neural networks with time-varying delays and reaction-diffusion terms
  11. Ulam’s Type Stability of a Discrete Matrix Equation with Second-Order Difference and Single Delay
  12. Prescribed-time boundary control of second-order hyperbolic PDEs modeled flexible string systems via backstepping design
  13. Slide Mode Control Based Finite and Fixed‐Time Projective Synchronization for Delayed Clifford‐Valued Neural Networks
  14. Stochastic Average Consensus Filtering and Distributed State Estimation for Boolean Control Networks
  15. On the Strong Structural Controllability of Matrix-Weighted Networks
  16. Active and Backstepping Control for Stabilization and Synchronization of a Four-Dimensional Hyperchaotic Finance System
  17. Mean-square stabilisation of discrete-time semi-Markov jump singular systems with mode-dependent singular matrices
  18. Fixed-time output synchronization control of complex networks with external disturbances
  19. A decentralized event-triggered mechanism to asynchronous observer design for stabilization of positive hidden Markov jump systems
  20. H∞ Pinning Synchronization of Delayed Fractional‐Order Markovian Jump Complex Networks With FDI Attacks and Dynamic Quantization
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L3 Region
2026 AUG Q2

Neural Networks Stability and Synchronization

34 papers

Top Topics (10)

Neural Networks Stability and Synchronization11
Stability and Control of Uncertain Systems7
Chaos control and synchronization3
Systems and Control3
Nonlinear Differential Equations Analysis2
Fuzzy Systems and Optimization1
Stability and Controllability of Differential Equations1
Nonlinear Dynamics and Pattern Formation1
Advanced Control Systems Design1
Numerical Analysis1

Top Publications (20)

1.Controllability and Observability Conditions for Impulsive DAEs on Time Scales2.Optimized fractional-order control for finite-time stabilization of energy-saving and emission-reduction process3.Global Mittag–Leffler synchronization of fractional-order Clifford-valued neural networks with mixed time-varying delays via adaptive quantized pinning control4.Asymptotic synchronisation of quaternion-valued neutral-type Cohen-Grossberg neural networks with time-delays by non-decomposition method5.On the Principal Relative Degree for Linear Time-Delay Systems with Applications to Tracking, Disturbance Decoupling, and Model Matching6.Weighted Moment Estimation for Uncertain Delay Differential Equations and Its Application in Birth Rate Modeling7.Finite-Time Stability and Fixed-Time Stability of Stochastic Delay System with Lévy Noise8.Convergence-to-Zero and Guaranteed-Cost Synchronization of Caputo–Hadamard Fractional-Order Systems with a Time-Varying Delay9.Stabilization of First-Order Partial Integro-Differential Equations with Concurrent Input and State Delays10.Exponential stability of impulsive fractional-order neural networks with time-varying delays and reaction-diffusion terms11.Ulam’s Type Stability of a Discrete Matrix Equation with Second-Order Difference and Single Delay12.Prescribed-time boundary control of second-order hyperbolic PDEs modeled flexible string systems via backstepping design13.Slide Mode Control Based Finite and Fixed‐Time Projective Synchronization for Delayed Clifford‐Valued Neural Networks14.Stochastic Average Consensus Filtering and Distributed State Estimation for Boolean Control Networks15.On the Strong Structural Controllability of Matrix-Weighted Networks16.Active and Backstepping Control for Stabilization and Synchronization of a Four-Dimensional Hyperchaotic Finance System17.Mean-square stabilisation of discrete-time semi-Markov jump singular systems with mode-dependent singular matrices18.Fixed-time output synchronization control of complex networks with external disturbances19.A decentralized event-triggered mechanism to asynchronous observer design for stabilization of positive hidden Markov jump systems20.H∞ Pinning Synchronization of Delayed Fractional‐Order Markovian Jump Complex Networks With FDI Attacks and Dynamic Quantization
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