Quantum Machine Learning

Lead Research Organisation: University College London
Department Name: London Centre for Nanotechnology

Abstract

Investigate the use of quantum computers to complete tasks in machine learning. A particular focus will be the translation of tensor networks used in classical machine learning to quantum computers. It is anticipated that insights from the classical and quantum simulation of quantum systems using these methods will lead to new ways of training quantum machine learning circuits and how to deploy them on different computational systems.

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/S516090/1 01/10/2019 30/09/2023
2403950 Studentship EP/S516090/1 01/10/2020 31/03/2024 Vinul Deelaka Wimalaweera