Scalable Photonic Platform for Real-Time Quantum Reservoir Computing

Time-series quantum reservoir computing with weak and projective measurements

(2023) Pere Mujal et al.   npj Quantum Information

Quantum computational advantage with a programmable photonic processor

(2022) Lars S. Madsen et al.   NATURE

Experimental photonic quantum memristor

(2022) Michele Spagnolo et al.   Nature Photonics

Programmable time-multiplexed squeezed light source

(2022) Hiroko Tomoda et al.   OPTICS EXPRESS

Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

(2021) Johannes Nokkala et al.   Communications Physics

Dynamical Phase Transitions in Quantum Reservoir Computing

(2021) Rodrigo Martínez-Peña et al.   PHYSICAL REVIEW LETTERS

Quantum enhanced measurement of an optical frequency comb

(2021) Y. Cai et al.   npj Quantum Information

100,000-spin coherent Ising machine

(2021) Toshimori Honjo et al.   Science Advances

High-Performance Reservoir Computing With Fluctuations in Linear Networks

(2021) Johannes Nokkala et al.   IEEE Transactions on Neural Networks and Learning Systems

All-optical phase-sensitive detection for ultra-fast quantum computation

(2020) Naoto Takanashi et al.   OPTICS EXPRESS

Temporal Information Processing on Noisy Quantum Computers

(2020) Jiayin Chen et al.   Physical Review Applied

Recent advances in physical reservoir computing: A review

(2019) Gouhei Tanaka et al.   NEURAL NETWORKS

Large-Scale Photonic Ising Machine by Spatial Light Modulation

(2019) D. Pierangeli et al.   PHYSICAL REVIEW LETTERS

Fiber-coupled EPR-state generation using a single temporally multiplexed squeezed light source

(2019) Mikkel V. Larsen et al.   npj Quantum Information

Toward large-scale fault-tolerant universal photonic quantum computing

(2019) S. Takeda et al.   APL Photonics

Delay-Based Reservoir Computing Using Multimode Semiconductor Lasers: Exploiting the Rich Carrier Dynamics

(2019) Krishan Harkhoe et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

A poor man’s coherent Ising machine based on opto-electronic feedback systems for solving optimization problems

(2019) Fabian Böhm et al.   Nature Communications

Boson Sampling with 20 Input Photons and a 60-Mode Interferometer in a 1014 -Dimensional Hilbert Space

(2019) Hui Wang et al.   PHYSICAL REVIEW LETTERS

Photonic quantum information processing: A concise review

(2019) Sergei Slussarenko et al.   Applied Physics Reviews

Reconfigurable optical implementation of quantum complex networks

(2018) J Nokkala et al.   NEW JOURNAL OF PHYSICS

Lifting the bandwidth limit of optical homodyne measurement with broadband parametric amplification

(2018) Yaakov Shaked et al.   Nature Communications

Multimode entanglement in reconfigurable graph states using optical frequency combs

(2017) Y. Cai et al.   Nature Communications

High-Speed Photonic Reservoir Computing Using a Time-Delay-Based Architecture: Million Words per Second Classification

(2017) Laurent Larger et al.   Physical Review X

Advances in photonic reservoir computing

(2017) Guy Van der Sande et al.   Nanophotonics

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Reservoir Computing Beyond Memory-Nonlinearity Trade-off

(2017) Masanobu Inubushi et al.   Scientific Reports

Conditional and unconditional Gaussian quantum dynamics

(2016) Marco G. Genoni et al.   CONTEMPORARY PHYSICS

An effective multivariate time series classification approach using echo state network and adaptive differential evolution algorithm

(2016) Lin Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of 15 dB Squeezed States of Light and their Application for the Absolute Calibration of Photoelectric Quantum Efficiency

(2016) Henning Vahlbruch et al.   PHYSICAL REVIEW LETTERS

A fully programmable 100-spin coherent Ising machine with all-to-all connections

(2016) Peter L. McMahon et al.   SCIENCE

Continuous Variable Quantum Information: Gaussian States and Beyond

(2014) Gerardo Adesso et al.   OPEN SYSTEMS & INFORMATION DYNAMICS

Full characterization of a highly multimode entangled state embedded in an optical frequency comb using pulse shaping

(2014) R. Medeiros de Araújo et al.   PHYSICAL REVIEW A

Experimental Realization of Multipartite Entanglement of 60 Modes of a Quantum Optical Frequency Comb

(2014) Moran Chen et al.   PHYSICAL REVIEW LETTERS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

A variational eigenvalue solver on a photonic quantum processor

(2014) Alberto Peruzzo et al.   Nature Communications

Wavelength-multiplexed quantum networks with ultrafast frequency combs

(2013) Jonathan Roslund et al.   Nature Photonics

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

(2013) Daniel Brunner et al.   Nature Communications

Information Processing Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

A comparative study of Reservoir Computing strategies for monthly time series prediction

(2010) F. Wyffels et al.   NEUROCOMPUTING

Reservoir Computing approach to Great Lakes water level forecasting

(2009) Paulin Coulibaly   JOURNAL OF HYDROLOGY

Short-term stock price prediction based on echo state networks

(2008) Xiaowei Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS