[HTML][HTML] Artificial neural networks: a practical review of applications involving fractional calculus

E Viera-Martin, JF Gómez-Aguilar… - The European Physical …, 2022 - Springer
In this work, a bibliographic analysis on artificial neural networks (ANNs) using fractional
calculus (FC) theory has been developed to summarize the main features and applications …

Multi-UUV maneuvering counter-game for dynamic target scenario based on fractional-order recurrent neural network

L Liu, S Zhang, L Zhang, G Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, a multi-underwater unmanned vehicle (UUV) maneuvering decision-making
algorithm is proposed for a counter-game with a dynamic target scenario. The game is …

A simple fractional-order chaotic system based on memristor and memcapacitor and its synchronization application

A Akgül, K Rajagopal, A Durdu, MA Pala… - Chaos, Solitons & …, 2021 - Elsevier
Memelements play an important part in the design of high density memory systems and low
power memory. In this paper, we created a novel fractional-order chaotic circuit with a …

A general approach to fixed-time synchronization problem for fractional-order multidimension-valued fuzzy neural networks based on memristor

J Xiao, J Cheng, K Shi, R Zhang - IEEE Transactions on fuzzy …, 2021 - ieeexplore.ieee.org
In this article, a general approach to fixed-time synchronization problem is investigated for
the general system of fractional-order multidimension-valued fuzzy memristive neural …

Delay-induced periodic oscillation for fractional-order neural networks with mixed delays

C Xu, W Zhang, Z Liu, L Yao - Neurocomputing, 2022 - Elsevier
This article is mainly devoted to the investigation on the stability and Hopf bifurcation of
fractional-order neural networks with mixed delays. Applying a suitable substitution of …

Exponential bipartite synchronization of fractional-order multilayer signed networks via hybrid impulsive control

Y Xu, T Lin, X Liu, W Li - IEEE Transactions on Cybernetics, 2022 - ieeexplore.ieee.org
This article investigates the problem of exponential bipartite synchronization of fractional-
order multilayer signed networks via hybrid impulsive control. First, the mathematical model …

Stability analysis of recurrent neural networks with time-varying delay based on a flexible negative-determination quadratic function method

G Tan, Z Wang - IEEE Transactions on Neural Networks and …, 2023 - ieeexplore.ieee.org
This brief investigates the stability problem of recurrent neural networks (RNNs) with time-
varying delay. First, by introducing some flexibility factors, a flexible negative-determination …

[HTML][HTML] Heuristic computational design of Morlet wavelet for solving the higher order singular nonlinear differential equations

Z Sabir, K Nisar, MAZ Raja, AABA Ibrahim… - Alexandria Engineering …, 2021 - Elsevier
The aim of this study is to present the numerical solutions of the higher order singular
nonlinear differential equations using an advanced intelligent computational approach by …

Multi-scroll and coexisting attractors in a Hopfield neural network under electromagnetic induction and external stimuli

D Vignesh, J Ma, S Banerjee - Neurocomputing, 2024 - Elsevier
The application of external stimuli to biological neurons is a valuable tool for investigating
neuronal properties, understanding neural circuitry, and developing therapeutic …

Asymptotically almost periodic synchronization in fuzzy competitive neural networks with Caputo-Fabrizio operator

T Zhang, H Qu, J Zhou - Fuzzy Sets and Systems, 2023 - Elsevier
This paper researches a class of Caputo-Fabrizio fractional-order fuzzy competitive neural
networks (CF-FCNNs) with different time scales and time delays. Firstly, according to …