Impulsive Control on the Exponential Stability of Neural Networks Involving Conformable Derivative

Exponential stability of an impulsive artificial neural network model is investigated using a Lyapunov function. Impulsive control mechanisms, characterized by discrete and sudden interventions, are analyzed for their profound impact on the dynamical behavior of neural networks. It is shown that the stability of the equilibrium depends on the impulse effect.

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Publication Details

Journal
Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics
Published
2026-06-30
DOI
https://doi.org/10.31801/cfsuasmas.1667688
Primary Topic
Neural Networks Stability and Synchronization
Type
article
Field-Weighted Citation Impact
0.00
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article

Impulsive Control on the Exponential Stability of Neural Networks Involving Conformable Derivative

Musa Emre Kavgacı, Fatma Karakoç, Levent Furkan Direkçi
Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics
Neural Networks Stability and Synchronization
article

Impulsive Control on the Exponential Stability of Neural Networks Involving Conformable Derivative

Musa Emre Kavgacı, Fatma Karakoç, Levent Furkan Direkçi
article en

Abstract

Exponential stability of an impulsive artificial neural network model is investigated using a Lyapunov function. Impulsive control mechanisms, characterized by discrete and sudden interventions, are analyzed for their profound impact on the dynamical behavior of neural networks. It is shown that the stability of the equilibrium depends on the impulse effect.

Communications Faculty Of Science University of Ankara Series A1Mathematics and StatisticsVol. 75(2)
Ankara University (TR)
Openalex Percentile: Top 6%
Neural Networks Stability and Synchronization
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