fuzzy transform; Volterra equation; ELM; feedforward neural network; numerical method

We propose a new design for a feedforward neural network model that can be used to find numerical solutions to various linear Volterra integral equations of the second kind. The developed architecture has a solid theoretical basis in the theory of fuzzy transforms and thus contributes to the important area of ​​explainable neural network design.

We propose a new design for a feedforward neural network model that can be used to find numerical solutions to various linear Volterra integral equations of the second kind. The developed architecture has a solid theoretical basis in the theory of fuzzy transforms and thus contributes to the important area of ​​explainable neural network design.