Universal approximation theorem for neural networks with inputs from a topological vector space

Vugar Ismailov

We study feedforward neural networks with inputs from a topological vector space (TVS-FNNs). Unlike traditional feedforward neural networks, TVS-FNNs can process a broader range of…