Stochastic Neural Networks for Quantum Devices

Bodo Rosenhahn, Tobias J. Osborne, Christoph Hirche

This work presents a formulation to express and optimize stochastic neural networks as quantum circuits in gate-based quantum computing. Motivated by a classical perceptron, stocha…