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On the Kolmogorov neural networks. | LitMetric

On the Kolmogorov neural networks.

Neural Netw

Institute of Mathematics and Mechanics, Baku, Azerbaijan Center for Mathematics and its Applications, Khazar University, Baku, Azerbaijan. Electronic address:

Published: August 2024

In this paper, we show that the Kolmogorov two hidden layer neural network model with a continuous, discontinuous bounded and unbounded activation function in the second hidden layer can precisely represent continuous, discontinuous bounded and all unbounded multivariate functions, respectively.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.neunet.2024.106333DOI Listing

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