Fourier Neural Networks as Function Approximators and Differential Equation Solvers

Marieme Ngom, Oana Marin

We present a Fourier neural network (FNN) that can be mapped directly to the Fourier decomposition. The choice of activation and loss function yields results that replicate a Fouri…