Finite Neuron Method for Numerical PDEs

In this talk, I will present several results on the finite neuron method, namely a class of methods on the application of neural networks for numerical solution of partial differential equations. Topics include approximation properties of neural network functions, error estimates for the finite neuron method, comparison and analysis of different training algorithms.
Contact: alfio.quarteroni@polimi.it