Single qubit neural quantum circuit for solving Exclusive-OR

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

• Perceptron
• Quantum artificial neural networks
• Linearly nonseparable problems
• Backpropagation
• Quantum computing
• Artificial intelligence