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

Autor: Laurent Larger, Antonio Baylón-Fuentes, Romain Martinenghi, Vladimir S. Udaltsov, Yanne K. Chembo, Maxime Jacquot

Publikováno v: Physical Review X, Vol 7, Iss 1, p 011015 (2017)

Reservoir computing, originally referred to as an echo state network or a liquid state machine, is a brain-inspired paradigm for processing temporal information. It involves learning a “read-out” interpretation for nonlinear transients developed

Externí odkaz: https://doaj.org/article/2fba3c6d12de412ca034d2d4143f04d2

Bandpass chaotic dynamics of electronic oscillator operating with delayed nonlinear feedback

Autor: Eric Genin, William T. Rhodes, Jean-Pierre Goedgebuer, Laurent Larger, Min Won Lee, Vladimir S. Udaltsov

Publikováno v: IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications. 49:1006-1009

An electronic noise-generator producing high-dimensional narrowband chaotic signals is reported. The generator has the form of a delayed nonlinear feedback circuit. It has potential applications in secure communications.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b401a900bab9002b1828d0894d4c8a3d
https://doi.org/10.1109/tcsi.2002.800835

Electro-optic delay oscillator with nonlocal nonlinearity: Optical phase dynamics, chaos, and synchronization

Autor: Maxime Jacquot, Roman Lavrov, John M. Dudley, Laurent Larger, Michael Peil, Vladimir S. Udaltsov

Publikováno v: Physical Review E : Statistical, Nonlinear, and Soft Matter Physics
Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, American Physical Society, 2009, 80 (2), pp.026207. ⟨10.1103/PhysRevE.80.026207⟩

International audience; We demonstrate experimentally how nonlinear optical phase dynamics can be generated with an electro-optic delay oscillator. The presented architecture consists of a linear phase modulator, followed by a delay line, and a diffe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e939708bc26759318890ff5592e74e9
https://hal.archives-ouvertes.fr/hal-00453016

Optoelectronic RF-interferometer for chaos-based secure radiocommunications

Autor: Vladimir S. Udaltsov, Laurent Larger, A. Pallavisini

Publikováno v: CLEO/Europe. 2005 Conference on Lasers and Electro-Optics Europe, 2005..

We report the first experimental characterisation of the different dynamical regimes achievable with this setup, among which is high complexity chaos. We also propose a complete emitter receiver setup based on this chaos generator, and performing a c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::82d11c0015c252a6fb293b508eabc9f7
https://doi.org/10.1109/cleoe.2005.1568279

Demonstration of a chaos generator with two time delays

Autor: Eric Genin, Vladimir S. Udaltsov, Min Won Lee, Jean-Pierre Goedgebuer, Laurent Larger

Publikováno v: BASE-Bielefeld Academic Search Engine
Optics Letters
Optics Letters, Optical Society of America-OSA Publishing, 2004, 29 (4), pp.325-327. ⟨10.1364/ol.29.000325⟩
Scopus-Elsevier

We demonstrate a chaos generator involving two time delays and two nonlinear functions. Dynamic behaviors are numerically and experimentally observed. The complexity of the dynamics is discussed in terms of Lyapunov exponents and dimensions. The setu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3948fb361361beedb5f292c5da700704
https://pubmed.ncbi.nlm.nih.gov/14971741