J. P. Crutchfield, W. L. Ditto, and S. Sinha, Introduction to focus issue: Intrinsic and designed computation: Information processing in dynamical systems-beyond the digital hegemony, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.20, issue.3, p.37101, 2010.

H. Jaeger and H. Haas, Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication, Science, vol.304, issue.5667, pp.78-80, 2004.

D. Brunner, M. Jacquot, I. Fischer, and L. Larger, Photonic networks for neuromorphic computing, 2017.

K. Vandoorne, P. Mechet, T. Van-vaerenbergh, M. Fiers, G. Morthier et al., Experimental demonstration of reservoir computing on a silicon photonics chip, Nature communications, vol.5, p.3541, 2014.

L. Appeltant, M. C. Soriano, G. Van-der-sande, J. Danckaert, S. Massar et al., Information processing using a single dynamical node as complex system, Nature Communications, vol.2, p.468, 2011.

L. Larger, M. C. Soriano, D. Brunner, L. Appeltant, J. M. Gutierrez et al., Photonic information processing beyond turing: an optoelectronic implementation of reservoir computing, Opt. Express, vol.20, issue.3, pp.3241-3249, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00664446

Y. Paquot, F. Duport, A. Smerieri, J. Dambre, B. Schrauwen et al., Optoelectronic reservoir computing, Scientific reports, vol.2, p.287, 2012.

D. Brunner, M. C. Soriano, C. R. Mirasso, and I. Fischer, Parallel photonic information processing at gigabyte per second data rates using transient states, Nature communications, vol.4, p.1364, 2013.

R. M. Nguimdo, G. Verschaffelt, J. Danckaert, and G. V. Der-sande, Fast photonic information processing using semiconductor lasers with delayed optical feedback: Role of phase dynamics, Opt. Express, vol.22, issue.7, pp.8672-8686, 2014.

J. Nakayama, K. Kanno, and A. Uchida, Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal, Opt. Express, vol.24, issue.8, pp.8679-8692, 2016.

M. Muller, W. Hofmann, T. Grundl, M. Horn, P. Wolf et al., 1550-nm high-speed short-cavity vcsels, IEEE Journal of Selected Topics in Quantum Electronics, vol.17, issue.5, pp.1158-1166, 2011.

M. S. Miguel, Q. Feng, and J. V. Moloney, Light-polarization dynamics in surface-emitting semiconductor lasers, Phys. Rev. A, vol.52, pp.1728-1739, 1995.

M. Virte, K. Panajotov, H. Thienpont, and M. Sciamanna, Deterministic polarization chaos from a laser diode, Nature Photonics, vol.7, p.60, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00756719

J. Martin-regalado, F. Prati, M. S. Miguel, and N. B. Abraham, Polarization properties of vertical-cavity surface-emitting lasers, IEEE Journal of Quantum Electronics, vol.33, issue.5, pp.765-783, 1997.

R. Legenstein and W. Maass, Edge of chaos and prediction of computational performance for neural circuit models, Neural Networks, vol.20, issue.3, pp.323-334, 2007.

H. Jaeger, Tutorial on training recurrent neural networks, covering bppt, rtrl, ekf and the" echo state network" approach, GMD-Forschungszentrum Informationstechnik Bonn, vol.5, 2002.

R. M. Nguimdo, G. Verschaffelt, J. Danckaert, and G. V. Der-sande, Reducing the phase sensitivity of laser-based optical reservoir computing systems, Opt. Express, vol.24, issue.2, pp.1238-1252, 2016.

N. Bertschinger and T. Natschläger, Real-time computation at the edge of chaos in recurrent neural networks, Neural Computation, vol.16, issue.7, pp.1413-1436, 2004.

F. Duport, B. Schneider, A. Smerieri, M. Haelterman, and S. Massar, All-optical reservoir computing, Opt. Express, vol.20, issue.20, pp.22-783, 2012.

J. L. and J. Mathews, Adaptive algorithms for bilinear filtering, pp.2296-2296, 1994.

M. C. Soriano, S. Ortín, D. Brunner, L. Larger, C. R. Mirasso et al., Optoelectronic reservoir computing: tackling noiseinduced performance degradation, Opt. Express, vol.21, issue.1, pp.12-20, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00945440

K. Hicke, M. A. Escalona-morán, D. Brunner, M. C. Soriano, I. Fischer et al., Information processing using transient dynamics of semiconductor lasers subject to delayed feedback, IEEE Journal of Selected Topics in Quantum Electronics, vol.19, issue.4, p.610, 2013.