• Daneshyari
  • Topics
    • Physical Sciences and Engineering
      Life Sciences
      Health Sciences
      Social Sciences and Humanities
Physical Sciences and Engineering Engineering Engineering (General)

Exponential stability of Hopfield neural networks with impulses

Article ID Journal Published Year Pages File Type
838244 Nonlinear Analysis: Real World Applications 2011 8 Pages PDF
Abstract

For a Hopfield neural network with periodic coefficients, a new criterion is proposed to obtain the existence of a periodic solution and its exponential stability. Our assumptions are in the form of inequalities involving integral averages and the assigned jumps.

Keywords
Exponential stabilityPeriodic solutionHopfield networks
Related Topics
Physical Sciences and Engineering Engineering Engineering (General)
Preview
Exponential stability of Hopfield neural networks with impulses
Authors
Benedetta Lisena,
Related Articles
Global solution curves for several classes of singular periodic problems
Architecture of attractor determines dynamics on mutualistic complex networks
On a diffusion model with absorption and production
Weak solutions to the two-dimensional steady compressible Navier–Stokes equations
Non-integrability of the Karabut system
Global well-posedness for the 2-D nonhomogeneous incompressible MHD equations with large initial data
A new proof of Dávila–Flores–Guerra’s result on existence of singular solutions
Stability and bifurcation analysis in a predator–prey system with Michaelis–Menten type predator harvesting
Reproduction numbers and the expanding fronts for a diffusion–advection SIS model in heterogeneous time-periodic environment
Well-posedness and persistence properties for two-component higher order Camassa–Holm systems with fractional inertia operator
Journal
Nonlinear Analysis: Real World Applications
Journal: Nonlinear Analysis: Real World Applications
Related Categories
Exponential stability
Periodic solution
Hopfield networks
Aerospace Engineering
Automotive Engineering
Biomedical Engineering
Civil and Structural Engineering
Computational Mechanics
Control and Systems Engineering
Electrical and Electronic Engineering
Engineering (General)
Industrial and Manufacturing Engineering
Mechanical Engineering
Mechanics of Materials
Ocean Engineering
Safety, Risk, Reliability and Quality
Related Journals
Nano Today
New Scientist
Design Studies
Artificial Intelligence
Neural Networks
Engineering
Engineering Science and Technology, an International Journal
Procedia Technology
Swarm and Evolutionary Computation
Information Fusion
Tribology International
Desalination
Sustainable Production and Consumption
Ain Shams Engineering Journal
Alexandria Engineering Journal
Beni-Suef University Journal of Basic and Applied Sciences
Composites Part B: Engineering
Composites Science and Technology
Comptes Rendus Mécanique
Daneshyari provides fulltext access to millions of research papers.