Stability and Hopf Bifurcation Analysis of a Continuous Neural Network With Mixed Delays
نویسندگان
چکیده
A three-neuron network model with mixed delays involving multiple discrete and distributed is considered in this paper. Taking the distribute as bifurcation parameters respectively, we investigate stability of system structure conditions for generation Hopf from perspective distribution root characteristic equation linearized at equilibrium state nonlinear system. The intervals that make stable unstable are also given. In addition, when theorem satisfied, calculation formulas determining direction bifurcating periodic solution presented by means central manifold normal form method. Finally, numerical experiments carried out to support correctness theoretical results different cases. It can be concluded oscillation instability caused obviously affect network.
منابع مشابه
Stability and Hopf bifurcation analysis on a four-neuron BAM neural network with time delays
In this Letter, a four-neuron BAM neural network with four time delays is considered, where the time delays are regarded as parameters. Its dynamics are studied in terms of local analysis and Hopf bifurcation analysis. By analyzing the associated characteristic equation, it is found that Hopf bifurcation occurs when these delays pass through a sequence of critical value. A formula for determini...
متن کاملBifurcation analysis in a recurrent neural network model with delays
In this paper, we study the dynamical behaviors of a three-node recurrent neural network model with four discrete time delays. We study several types of bifurcation, and use the method of multiple time scales to derive the normal forms associated with Hopf-zero bifurcation, non-resonant and resonant double Hopf bifurcations. Moreover, bifurcations are classified in two-dimensional parameter spa...
متن کاملHopf Bifurcation Analysis of Distributed Delays Equations
In this article, we develop a modified version of the graphical Hopf bifurcation theorem for capturing smooth oscillations of delay differential equations with distributed delays. Our approach relies on a simple interpretation of the effect of the distributed delay based on the Laplace transform. The theoretical results are illustrated with an example of neural networks.
متن کاملStability and HOPF Bifurcation Analysis in a Stage-structured Predator-prey system with Two Time Delays
A stage-structured predator-prey system with two time delays is considered. By analyzing the corresponding characteristic equation, the local stability of a positive equilibrium is investigated and the existence of Hopf bifurcations is established. Formulae are derived to determine the direction of bifurcations and the stability of bifurcating periodic solutions by using the normal form theory ...
متن کاملStability and Hopf Bifurcation Analysis for a Gause-Type Predator-Prey System with Multiple Delays
and Applied Analysis 3 Letting λ = iω 1 (ω 1 > 0) be a root of (11), then we have m 1 ω 1 sin τ 1 ω 1 = p 2 ω 2 1 − n 0 , m 1 ω 1 cos τ 1 ω 1 = ω 3 1 − n 1 ω 1 . (12)
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2022
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2022.3170441