Port-Hamiltonian Approach to Neural Network Training

Stefano Massaroli, Michael Poli, Federico Califano +4

Neural networks are discrete entities: subdivided into discrete layers and parametrized by weights which are iteratively optimized via difference equations. Recent work proposes ne…