Single qubit neural quantum circuit for solving Exclusive-OR

I V Grossu

doi:10.1016/j.mex.2021.101573

Single qubit neural quantum circuit for solving Exclusive-OR

MethodsX. 2021 Nov 6:8:101573. doi: 10.1016/j.mex.2021.101573. eCollection 2021.

Author

I V Grossu¹

Affiliation

¹ University of Bucharest, Faculty of Physics, Bucharest-Magurele, P.O. Box MG 11, 077125, Romania.

Abstract

The main goal of this work was designing a single qubit neural quantum circuit for performing Exclusive-OR, a concrete example of an operation requiring multiple layers in classical neural networks. The corresponding Qiskit code was tested on both simulators and IBM's "ibmqx2" five-qubit quantum processor. Further analyses along training the proposed neural quantum circuit are currently in progress. • A single qubit neural quantum circuit for performing XOR was tested on IBM Q Experience • XOR is a concrete example of an operation requiring multiple layers in classical neural networks.

Keywords: Artificial intelligence; Backpropagation; Linearly nonseparable problems; Perceptron; Quantum artificial neural networks; Quantum computing.