Theory of neuromorphic computing by waves: machine learning by rogue
waves, dispersive shocks, and solitons

Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons

Physical Review Letters (PRL), 2019

15 December 2019

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Papers citing "Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons"

19 / 19 papers shown

Title
Programmable metasurfaces for future photonic artificial intelligenceNature Reviews Physics (Nat. Rev. Phys.), 2025 Loubnan Abou-Hamdan Emil Marinov Peter Wiecha Philipp del Hougne Tianyu Wang Patrice Genevet 172 4 0 16 May 2025
Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime Hend Abdel-Ghani A. H. Abbas I. S. Maksymov 219 2 0 25 Mar 2025
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective A. H. Abbas Hend Abdel-Ghani I. S. Maksymov 188 17 0 14 Jun 2024
Thermodynamic limit in learning period three Yuichiro Terasaki Kohei Nakajima 472 3 0 12 May 2024
Reservoir Computing Using Measurement-Controlled Quantum Dynamics A. H. Abbas I. S. Maksymov 283 15 0 01 Mar 2024
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data I. S. Maksymov 183 8 0 03 Jan 2024
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach Marina Zajnulina Alessandro Lupo Serge Massar 165 6 0 19 Dec 2023
Nonlinear Processing with Linear OpticsNature Photonics (Nat. Photonics), 2023 Mustafa Yildirim Niyazi Ulaş Dinç Ilker Oguz D. Psaltis C. Moser 213 79 0 17 Jul 2023
Analogue and Physical Reservoir Computing Using Water WavesEnergies (Energies), 2023 I. Maksymov 139 21 0 15 Jun 2023
Optimization of a Hydrodynamic Computational Reservoir through EvolutionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2023 A. Pierro Kristine Heiney Shamit Shrivastava G. Marcucci Stefano Nichele 26 5 0 20 Apr 2023
RcTorch: a PyTorch Reservoir Computing Package with Automated Hyper-Parameter Optimization H. Joy M. Mattheakis P. Protopapas 149 10 0 12 Jul 2022
Variational quantum algorithm for Gaussian discrete solitons and their boson sampling Claudio Conti 125 1 0 24 Oct 2021
Unsupervised Reservoir Computing for Solving Ordinary Differential Equations M. Mattheakis H. Joy P. Protopapas 157 13 0 25 Aug 2021
Wave-based extreme deep learning based on non-linear time-Floquet entanglementNature Communications (Nat Commun), 2021 Ali Momeni Romain Fleury 94 22 0 19 Jul 2021
Self-learning Machines based on Hamiltonian Echo BackpropagationPhysical Review X (PRX), 2021 V. López-Pastor F. Marquardt 261 44 0 08 Mar 2021
Reservoir Computing with Superconducting Electronics G. Rowlands M. Nguyen G. Ribeill A. Wagner L. Govia W. A. S. Barbosa D. Gauthier T. Ohki 88 9 0 03 Mar 2021
Gaussian boson sampling and multi-particle event optimization by machine learning in the quantum phase spaceQuantum Machine Intelligence (QMI), 2021 Claudio Conti 80 1 0 24 Feb 2021
Controlling nonlinear dynamical systems into arbitrary states using machine learningScientific Reports (Sci Rep), 2021 Alexander Haluszczynski Christoph Räth AI4CE 292 18 0 23 Feb 2021
Scalable Optical Learning OperatorNature Computational Science (NCS), 2020 U. Teğin Mustafa Yildirim Ilker Oguz C. Moser D. Psaltis 170 138 0 22 Dec 2020