Stochastic neural networks for quantum devices
Abstract 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, stochastic artificial neurons are introduced and combined into a quantum neural network. The Kiefer-Wolfowitz algorithm in combination wi...
Bodo Rosenhahn, Tobias J. Osborne, Christoph Hirche
· Quantum Machine Intelligence · 0 citations