Implementation of quantum stochastic walks for function approximation, two-dimensional data classification, and sequence classification

Lu-Ji Wang, Jia-Yi Lin, Shengjun Wu

We study a quantum stochastic neural network (QSNN) based on quantum stochastic walks on a graph, and use gradient descent to update the network parameters. We apply a toy model of…