Memory-efficient tracking of complex temporal and symbolic dynamics with quantum simulators

• Main Authors: Elliot, Thomas Joseph, Garner, Andrew J. P., Gu, Mile
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2019
• Subjects: Quantum Simulators; DRNTU::Science::Physics; Complex Processes
• Online Access: https://hdl.handle.net/10356/102677; http://hdl.handle.net/10220/48066
• Institution: Nanyang Technological University

Tracking the behaviour of stochastic systems is a crucial task in the statistical sciences. It has recently been shown that quantum models can faithfully simulate such processes whilst retaining less information about the past behaviour of the system than the optimal classical models. We extend thes...