On finite-dimensional encoding/decoding theorems for neural operators

Vinícius Luz Oliveira, Vladimir G. Pestov

Recently, versions of neural networks with infinite-dimensional affine operators inside the computational units (``neural operator'' networks) have been applied to learn solutions…