H. Jaeger and H. Haas, Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication, Science, vol.304, pp.78-80, 2004.

P. Antonik, M. Haelterman, and S. Massar, Brain-inspired photonic signal processor for generating periodic patterns and emulating chaotic systems, Phys. Rev. Applied, vol.7, p.54014, 2017.

Z. Lu, J. Pathak, B. Hunt, M. Girvan, R. Brockett et al., Reservoir observers: Model-free inference of unmeasured variables in chaotic systems, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.27, issue.4, p.41102, 2017.

J. Pathak, Z. Lu, B. R. Hunt, M. Girvan, and E. Ott, Using machine learning to replicate chaotic attractors and calculate lyapunov exponents from data, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.27, issue.12, p.121102, 2017.

H. Jaeger, The "echo state" approach to analysing and training recurrent neural networks -with an Erratum note, GMD Report, vol.148, 2001.

W. Maass, T. Natschläger, and H. Markram, Real-time computing without stable states: A new framework for neural computation based on perturbations, Neural comput, vol.14, pp.2531-2560, 2002.

M. Luko?evi?ius and H. Jaeger, Reservoir computing approaches to recurrent neural network training, Comp. Sci. Rev, vol.3, pp.127-149, 2009.

F. Triefenbach, A. Jalalvand, B. Schrauwen, and J. Martens, Phoneme recognition with large hierarchical reservoirs, Adv. Neural Inf. Process. Syst, vol.23, pp.2307-2315, 2010.

, The 2006/07 forecasting competition for neural networks & computational intelligence, 2006.

L. Grigoryeva and J. Ortega, Universal discrete-time reservoir computers with stochastic inputs and linear readouts using non-homogeneous state-affine systems, 2017.

E. N. Lorenz, Deterministic nonperiodic flow, Journal of the atmospheric sciences, vol.20, issue.2, pp.130-141, 1963.

M. C. Mackey and L. Glass, Oscillation and chaos in physiological control systems, Science, vol.197, issue.4300, pp.287-289, 1977.

S. Boccaletti, J. Kurths, G. Osipov, D. Valladares, and C. Zhou, The synchronization of chaotic systems, Physics reports, vol.366, issue.1, pp.1-101, 2002.

P. Ashwin, Nonlinear dynamics: Synchronization from chaos, Nature, vol.422, issue.6930, pp.384-385, 2003.

K. M. Cuomo, A. V. Oppenheim, and S. H. Strogatz, Synchronization of lorenz-based chaotic circuits with applications to communications, IEEE Transactions on circuits and systems II: Analog and digital signal processing, vol.40, pp.626-633, 1993.

P. Colet and R. Roy, Digital communication with synchronized chaotic lasers, Optics letters, vol.19, issue.24, pp.2056-2058, 1994.

M. Prokhorov and V. Ponomarenko, Encryption and decryption of information in chaotic communication systems governed by delaydifferential equations, Chaos, Solitons & Fractals, vol.35, issue.5, pp.871-877, 2008.

C. R. Mirasso, P. Colet, and P. García-fernández, Synchronization of chaotic semiconductor lasers: Application to encoded communications, IEEE Photonics Technology Letters, vol.8, issue.2, pp.299-301, 1996.

G. D. Vanwiggeren and R. Roy, Communication with chaotic lasers, Science, vol.279, issue.5354, pp.1198-1200, 1998.

J. Goedgebuer, L. Larger, and H. Porte, Optical cryptosystem based on synchronization of hyperchaos generated by a delayed feedback tunable laser diode, Physical Review Letters, vol.80, issue.10, p.2249, 1998.

A. Argyris, D. Syvridis, L. Larger, and V. Annovazzi-lodi, Chaosbased communications at high bit rates using commercial fibre-optic links, Nature, vol.438, issue.7066, p.343, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00095452

G. Van-der-sande, D. Brunner, and M. C. Soriano, Advances in photonic reservoir computing, Nanophotonics, vol.6, issue.3, pp.561-576, 2017.

M. W. Hirsch, S. Smale, and R. L. Devaney, Differential equations, dynamical systems, and an introduction to chaos, 2003.

L. Kocarev, Chaos-based cryptography: a brief overview, IEEE Circuits and Systems Magazine, vol.1, issue.3, pp.6-21, 2001.

F. Anstett, G. Millerioux, and G. Bloch, Chaotic cryptosystems: Cryptanalysis and identifiability, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.53, issue.12, pp.2673-2680, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00113989