A quantum algorithm to train neural networks using low-depth circuits

Guillaume Verdon, Michael Broughton, Jacob Biamonte

Can near-term gate model based quantum processors offer quantum advantage for practical applications in the pre-fault tolerance noise regime? A class of algorithms which have shown…