Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator

C Aouiti, F Dridi, Q Hui, E Moulay - Neural Processing Letters, 2021 - Springer
The aim of this article is to study neutral type Clifford-valued high-order Hopfield neural
networks with mixed delays and D operator. New criteria are established for the existence …

Lie Group-Based Neural Networks for Nonlinear Dynamics

Y Wen, T Chaolu - International Journal of Bifurcation and Chaos, 2023 - World Scientific
This paper introduces a novel neural network approach based on Lie groups to effectively
solve initial value problems of differential equations for nonlinear dynamical systems. Our …

The measure pseudo almost-periodicty and automorphy in HOHNNs with time-varying delays

AM Alimi, S Khelifi, M Miraoui - International Journal of Computer …, 2023 - Taylor & Francis
In this work, we prove some existence, global exponential stability and uniqueness results
for measure pseudo almost periodic and automorphic solutions to a class of high-order …

-Pseudo-asymptotically -periodic function applied to models for differential equations with delays

C Aouiti, Y Khemili, M Miraoui - Computational and Applied Mathematics, 2024 - Springer
In this paper, we focus on the (μ 1, μ 2)-pseudo-asymptotically τ-periodicity and its
applications. Then, the problems of existence, uniqueness and global exponential stability of …

Pseudo Almost Periodic Solution for Some Differential Equations with Piecewise Constant Argument and Applications

A Arfa, H Assel, M Miraoui - Complex Analysis and Operator Theory, 2024 - Springer
The purpose of this work is to prove several important results concerning existence and
uniqueness of doubly measures pseudo almost periodic solutions for differential equations …

[PDF][PDF] Stepanov Almost Periodic Solutions of Some Differential and Integral Equations with Delays

S Hajjaji - 2023 - researchgate.net
As I stand here today, after five years of dedicated work and commitment, I reflect on the end
of a significant era. Completing my thesis has been an incredible journey, achievable not …

Application of Lie Group-based Neural Network Method to Nonlinear Dynamical Systems

Y Wen, T Chaolu - arXiv preprint arXiv:2203.04609, 2022 - arxiv.org
In this paper, a Lie group-based neural network method is proposed for solving initial value
problems of non linear dynamics. Due to its single-layer structure (MLP), the approach is …

[PDF][PDF] type Clifford-valued high-order Hopfield neural networks with D operator

C Aouiti, F Dridi, Q Hui, E Moulay - researchgate.net
The aim of this article is to study neutral type Clifford-valued highorder Hopfield neural
networks with mixed delays and D operator. New criteria are established for the existence …