Paper ID: 2311.00049

On the Kolmogorov neural networks

Aysu Ismayilova, Vugar Ismailov

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.

Submitted: Oct 31, 2023