Quantum implementation of an artificial feed-forward neural network

Variational quantum unsampling on a quantum photonic processor

(2020) Jacques Carolan et al.   Nature Physics

Training deep quantum neural networks

(2020) Kerstin Beer et al.   Nature Communications

An artificial neuron implemented on an actual quantum processor

(2019) Francesco Tacchino et al.   npj Quantum Information

Quantum Machine Learning in Feature Hilbert Spaces

(2019) Maria Schuld et al.   PHYSICAL REVIEW LETTERS

Error mitigation extends the computational reach of a noisy quantum processor

(2019) Abhinav Kandala et al.   NATURE

Supervised learning with quantum-enhanced feature spaces

(2019) Vojtěch Havlíček et al.   NATURE

Toward large-scale fault-tolerant universal photonic quantum computing

(2019) S. Takeda et al.   APL Photonics

Quantum convolutional neural networks

(2019) Iris Cong et al.   Nature Physics

Quantum supremacy using a programmable superconducting processor

(2019) Frank Arute et al.   NATURE

Barren plateaus in quantum neural network training landscapes

(2018) Jarrod R. McClean et al.   Nature Communications

Hierarchical quantum classifiers

(2018) Edward Grant et al.   npj Quantum Information

Implementing a distance-based classifier with a quantum interference circuit

(2017) M. Schuld et al.   EPL

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Error Mitigation for Short-Depth Quantum Circuits

(2017) Kristan Temme et al.   PHYSICAL REVIEW LETTERS

Quantum information processing with superconducting circuits: a review

(2017) G Wendin   REPORTS ON PROGRESS IN PHYSICS

Efficient Variational Quantum Simulator Incorporating Active Error Minimization

(2017) Ying Li et al.   Physical Review X

Quantum generalisation of feedforward neural networks

(2017) Kwok Ho Wan et al.   npj Quantum Information

The theory of variational hybrid quantum-classical algorithms

(2016) Jarrod R McClean et al.   NEW JOURNAL OF PHYSICS

Simulating a perceptron on a quantum computer

(2015) Maria Schuld et al.   PHYSICS LETTERS A

Quantum principal component analysis

(2014) Seth Lloyd et al.   Nature Physics

Quantum Support Vector Machine for Big Data Classification

(2014) Patrick Rebentrost et al.   PHYSICAL REVIEW LETTERS

The quest for a Quantum Neural Network

(2014) Maria Schuld et al.   Quantum Information Processing

Quantum hypergraph states

(2013) M Rossi et al.   NEW JOURNAL OF PHYSICS

A quantum information processor with trapped ions

(2013) Philipp Schindler et al.   NEW JOURNAL OF PHYSICS

Photonic quantum simulators

(2012) Alán Aspuru-Guzik et al.   Nature Physics

Quantum-state preparation with universal gate decompositions

(2011) Martin Plesch et al.   PHYSICAL REVIEW A

Quantum Algorithm for Linear Systems of Equations

(2009) Aram W. Harrow et al.   PHYSICAL REVIEW LETTERS