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.

Показать больше [+]

Ключевые слова АГРОВОК

artificial intelligence latvia mathematical models neural networks research

Библиографическая информация

Опубликовано в

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

Том 22 Нумерация страниц 45 - 50

Издатель Latvia University of Life Sciences and Technologies

ISSN 1691-5976

Язык

Английский

Примечание

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

Тип

Conferencepaper; Text

В АГРИСе с: 2023-07-03

Формат: MODS

Поставщик данных

Эту запись предоставил Fundamental Library of Latvia University of Life Sciences and Technologies

Откройте коллекцию этого поставщика данных в AGRIS

Ссылки

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

Посмотрите в Google Scholar

If you notice any incorrect information relating to this record, please contact us at agris@fao.org agris@fao.org