Comparison of neural networks-based ANARX and NARX models by application of correlation tests

A correlation-test-based validation procedure is applied in this study to compare neural networks based nonlinear autoregressive exogenous model class to its subclass of additive nonlinear autoregressive exogenous models.

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Bibliographic Details
Main Authors: Nomm, S., Kotta, U.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Computational modeling
Correlation
Data models
Mathematical model
Nonlinear systems
Numerical models
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Description
Summary:A correlation-test-based validation procedure is applied in this study to compare neural networks based nonlinear autoregressive exogenous model class to its subclass of additive nonlinear autoregressive exogenous models.
ISSN:2161-4393
2161-4407
DOI:10.1109/IJCNN.2011.6033489