Quantum reservoir processing

Emergence of quantum correlations from interacting fibre-cavity polaritons

(2019) Guillermo Muñoz-Matutano et al.   NATURE MATERIALS

Towards polariton blockade of confined exciton–polaritons

(2019) Aymeric Delteil et al.   NATURE MATERIALS

A strongly interacting polaritonic quantum dot

(2018) Ningyuan Jia et al.   Nature Physics

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

(2018) Jaideep Pathak et al.   PHYSICAL REVIEW LETTERS

Active learning machine learns to create new quantum experiments

(2018) Alexey A. Melnikov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Machine learning & artificial intelligence in the quantum domain: a review of recent progress

(2018) Vedran Dunjko et al.   REPORTS ON PROGRESS IN PHYSICS

First observation of the quantized exciton-polariton field and effect of interactions on a single polariton

(2018) Álvaro Cuevas et al.   Science Advances

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Hierarchical quantum classifiers

(2018) Edward Grant et al.   npj Quantum Information

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Supervised Quantum Learning without Measurements

(2017) Unai Alvarez-Rodriguez et al.   Scientific Reports

Towards a feasible implementation of quantum neural networks using quantum dots

(2016) Mikhail V. Altaisky et al.   APPLIED PHYSICS LETTERS

Automated Search for new Quantum Experiments

(2016) Mario Krenn et al.   PHYSICAL REVIEW LETTERS

Quantum-Enhanced Machine Learning

(2016) Vedran Dunjko et al.   PHYSICAL REVIEW LETTERS

Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing

(2016) Dhireesha Kudithipudi et al.   Frontiers in Neuroscience

Machine intelligence

(2015) Tanguy Chouard et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Rise of the Machines

(2015) J. Stajic et al.   SCIENCE

Quantum simulation

(2014) I. M. Georgescu et al.   REVIEWS OF MODERN PHYSICS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

Efficient Entanglement Criteria beyond Gaussian Limits Using Gaussian Measurements

(2012) Hyunchul Nha et al.   PHYSICAL REVIEW LETTERS

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Preparation of non-local superpositions of quasi-classical light states

(2009) Alexei Ourjoumtsev et al.   Nature Physics

The quantum-optical Josephson interferometer

(2009) Dario Gerace et al.   Nature Physics