@inproceedings{2efd37b38878437391af8974b2721b49,
title = "ON MATHEMATICAL MODELS OF ARTIFICIAL NEURAL NETWORKS",
abstract = "Artificial Neural Networks are in focus. The four-dimensional and the five-dimensional systems are considered. The activation function – hyperbolic tangent is used to model the Artificial Neural Networks. By changing one of the parameters in the system, different types of solutions are obtained: periodic solutions and chaotic solutions. The graphs of all solutions, the dynamics of Lyapunov exponents and 2D and 3D projections of attractors are provided using Wolfram Mathematica.",
keywords = "Artificial Neural Networks, chaotic solutions, Lyapunov exponents, periodic solutions",
author = "Inna Samuilik and Felix Sadyrbaev and Svetlana Atslēga",
note = "Publisher Copyright: {\textcopyright} 2023 Latvia University of Life Sciences and Technologies. All rights reserved.",
year = "2023",
doi = "10.22616/ERDev.2023.22.TF007",
language = "English",
volume = "22",
series = "Engineering for Rural Development",
publisher = "Latvia University of Life Sciences and Technologies",
pages = "45--50",
booktitle = "Engineering for Rural Development",
address = "Latvia",
}