Implementation of a neural network model in the Statistica 12 for mudflow frequency forecasting

Implementation of a neural network model in the Statistica 12 for mudflow frequency forecasting

The article describes some principles of operation of an artificial neural network. It provides an example of implementing a neural network model by selecting its best architecture using the Statistica 12 software package. The article considers a method for neural network forecasting of a series of...

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Bibliographic Details
Main Authors: B. A. Ashabokov, A. A. Tashilova, L. A. Kesheva, N. V. Teunova
Format: Article
Language:Russian
Published: North-Caucasus Federal University 2025-04-01
Series:Наука. Инновации. Технологии
Subjects:
neural networks
multilayer perceptron mlp
activation function
hyperbolic tangent
forecast
number of mudflows
precipitation amount
average temperatures
Online Access:https://scienceit.elpub.ru/jour/article/view/710
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