Learning Contractive Integral Operators with Fredholm Integral Neural Operators

Kyriakos C. Georgiou, Constantinos Siettos, Athanasios N. Yannacopoulos

We generalize the framework of Fredholm Neural Networks, to learn non-expansive integral operators arising in Fredholm Integral Equations (FIEs) of the second kind in arbitrary dim…