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The Ethereal
On the Kolmogorov neural networks
October 31, 2023 ยท Declared Dead ยท ๐ Neural Networks
"No code URL or promise found in abstract"
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Authors
Aysu Ismayilova, Vugar Ismailov
arXiv ID
2311.00049
Category
cs.NE: Neural & Evolutionary
Cross-listed
cs.LG,
math.FA,
stat.ML
Citations
28
Venue
Neural Networks
Last Checked
4 months ago
Abstract
In this paper, we show that the Kolmogorov two hidden layer neural network model with a continuous, discontinuous bounded or unbounded activation function in the second hidden layer can precisely represent continuous, discontinuous bounded and all unbounded multivariate functions, respectively.
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