Quantum neuromorphic computing

Temporal Information Processing on Noisy Quantum Computers

(2020) Jiayin Chen et al.   Physical Review Applied

Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators

(2019) D. Marković et al.   APPLIED PHYSICS LETTERS

Experimental learning of quantum states

(2019) Andrea Rocchetto et al.   Science Advances

Quantum generative adversarial learning in a superconducting quantum circuit

(2019) Ling Hu et al.   Science Advances

An artificial neuron implemented on an actual quantum processor

(2019) Francesco Tacchino et al.   npj Quantum Information

Boosting Computational Power through Spatial Multiplexing in Quantum Reservoir Computing

(2019) Kohei Nakajima et al.   Physical Review Applied

Quantum Machine Learning in Feature Hilbert Spaces

(2019) Maria Schuld et al.   PHYSICAL REVIEW LETTERS

A dissipatively stabilized Mott insulator of photons

(2019) Ruichao Ma et al.   NATURE

Supervised learning with quantum-enhanced feature spaces

(2019) Vojtěch Havlíček et al.   NATURE

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Quantum reservoir processing

(2019) Sanjib Ghosh et al.   npj Quantum Information

A generative modeling approach for benchmarking and training shallow quantum circuits

(2019) Marcello Benedetti et al.   npj Quantum Information

Quantum convolutional neural networks

(2019) Iris Cong et al.   Nature Physics

Parameterized quantum circuits as machine learning models

(2019) Marcello Benedetti et al.   Quantum Science and Technology

Quantum Neuromorphic Platform for Quantum State Preparation

(2019) Sanjib Ghosh et al.   PHYSICAL REVIEW LETTERS

Adiabatic quantum computation

(2018) Tameem Albash et al.   REVIEWS OF MODERN PHYSICS

Unsupervised Generative Modeling Using Matrix Product States

(2018) Zhao-Yu Han et al.   Physical Review X

Quantum Boltzmann Machine

(2018) Mohammad H. Amin et al.   Physical Review X

Quantum Generative Adversarial Learning

(2018) Seth Lloyd et al.   PHYSICAL REVIEW LETTERS

Demonstration of an Effective Ultrastrong Coupling between Two Oscillators

(2018) D. Marković et al.   PHYSICAL REVIEW LETTERS

Quantum Chemistry Calculations on a Trapped-Ion Quantum Simulator

(2018) Cornelius Hempel et al.   Physical Review X

Vowel recognition with four coupled spin-torque nano-oscillators

(2018) Miguel Romera et al.   NATURE

Hierarchical quantum classifiers

(2018) Edward Grant et al.   npj Quantum Information

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Observation of a many-body dynamical phase transition with a 53-qubit quantum simulator

(2017) J. Zhang et al.   NATURE

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Experimentally simulating the dynamics of quantum light and matter at deep-strong coupling

(2017) N. K. Langford et al.   Nature Communications

Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models

(2017) Marcello Benedetti et al.   Physical Review X

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Exploring the many-body localization transition in two dimensions

(2016) J.-y. Choi et al.   SCIENCE

Scalable Quantum Simulation of Molecular Energies

(2016) P. J. J. O’Malley et al.   Physical Review X

Quantum memristors

(2016) P. Pfeiffer et al.   Scientific Reports

Evidence for quantum annealing with more than one hundred qubits

(2014) Sergio Boixo et al.   Nature Physics

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Quantum annealing with manufactured spins

(2011) M. W. Johnson et al.   NATURE

An open-system quantum simulator with trapped ions

(2011) Julio T. Barreiro et al.   NATURE

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Adiabatic Quantum Computation Is Equivalent to Standard Quantum Computation

(2008) Dorit Aharonov et al.   SIAM REVIEW