On mathematical models of artificial neural networks

Samuilik, Inna; Sadyrbaev, Felix; Atslega, Svetlana

On mathematical models of artificial neural networks

2023

Samuilik, Inna | Sadyrbaev, Felix | Atslega, Svetlana

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.

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AGROVOC Keywords

artificial intelligence latvia mathematical models neural networks research

Bibliographic information

Published in

22nd International Scientific Conference "Engineering for Rural Development": proceedings: [Jelgava, Latvia,] May 24-26, 2023

Volume 22 Pagination 45 - 50

Publisher Latvia University of Life Sciences and Technologies

ISSN 1691-5976

Language

English

Note

Source : 22nd International Scientific Conference "Engineering for Rural Development": proceedings: [Jelgava, Latvia,] May 24-26, 2023 Physical Description : 1 online resource : 18 figures Bibliography : 9 references

Type

Conferencepaper; Text

In AGRIS since: 2023-07-03

Format: MODS

Data Provider

This bibliographic record has been provided by Fundamental Library of Latvia University of Life Sciences and Technologies

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Links

DOI https://www.tf.lbtu.lv/conference/proceedings2023/Papers/TF007.pdf

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