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<p>In this paper, we use a direct method to study the almost periodic dynamics of an octonion-valued stochastic shunting inhibitory cellular neural network with variable delays. By using the fixed point method and inequality technique, the existence, uniqueness and stability of almost periodic solutions in the sense of distribution of the neural network under consideration are obtained. Our results are brand new.</p>

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Dynamics analysis of octonion-valued stochastic shunting inhibitory cellular neural networks with varying delays

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • Bing Li,
  • Wen Lv,
  • Yong-kun Li

摘要

In this paper, we use a direct method to study the almost periodic dynamics of an octonion-valued stochastic shunting inhibitory cellular neural network with variable delays. By using the fixed point method and inequality technique, the existence, uniqueness and stability of almost periodic solutions in the sense of distribution of the neural network under consideration are obtained. Our results are brand new.