Approximation and Analysis of Natural Data Based on NARX Neural Networks Involving Wavelet Filtering

Recurrent neural network (RNN) models continue the theory of the autoregression integrated moving average (ARIMA) model class. In this paper, we consider the architecture of the RNN with embedded memory—«Process of Nonlinear Autoregressive Exogenous Model» (NARX). Though it is known that NN is a uni...

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Bibliographic Details
Main Authors: Oksana Mandrikova, Yuryi Polozov, Nataly Zhukova, Yulia Shichkina
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/22/4345