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Abstract
Reservoir Computing is a novel computing paradigm which uses a nonlinear recurrent dynamical system to carry out information processing. Here we will present an optoelectronic and an all-optical implementation of Reservoir Computers based on an architecture with a single nonlinear node and a delay loop. Moreover we will present an optical analogue readout which makes our reservoir computer a potential standalone solution after training. Our works show that, within the Reservoir Computing paradigm, all-optical computing with state-of-the-art performance is possible as a self-contained solution.
Keywords
photonic reservoir computing

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MLA
Duport, François et al. “Recent Advances in Optical Reservoir Computing.” IEEE International Symposium on Circuits and Systems. New York, NY, USA: IEEE, 2013. 333–336. Print.
APA
Duport, F., Smerieri, A., Paquot, Y., Schneider, B., Dambre, J., Schrauwen, B., Haelterman, M., et al. (2013). Recent advances in optical reservoir computing. IEEE International Symposium on Circuits and Systems (pp. 333–336). Presented at the IEEE International symposium on Circuits and Systems (ISCAS), New York, NY, USA: IEEE.
Chicago author-date
Duport, François, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, and Serge Massar. 2013. “Recent Advances in Optical Reservoir Computing.” In IEEE International Symposium on Circuits and Systems, 333–336. New York, NY, USA: IEEE.
Chicago author-date (all authors)
Duport, François, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, and Serge Massar. 2013. “Recent Advances in Optical Reservoir Computing.” In IEEE International Symposium on Circuits and Systems, 333–336. New York, NY, USA: IEEE.
Vancouver
1.
Duport F, Smerieri A, Paquot Y, Schneider B, Dambre J, Schrauwen B, et al. Recent advances in optical reservoir computing. IEEE International Symposium on Circuits and Systems. New York, NY, USA: IEEE; 2013. p. 333–6.
IEEE
[1]
F. Duport et al., “Recent advances in optical reservoir computing,” in IEEE International Symposium on Circuits and Systems, Beijing, PR China, 2013, pp. 333–336.
@inproceedings{5904902,
  abstract     = {Reservoir Computing is a novel computing paradigm which uses a nonlinear recurrent dynamical system to carry out information processing. Here we will present an optoelectronic and an all-optical implementation of Reservoir Computers based on an architecture with a single nonlinear node and a delay loop. Moreover we will present an optical analogue readout which makes our reservoir computer a potential standalone solution after training. Our works show that, within the Reservoir Computing paradigm, all-optical computing with state-of-the-art performance is possible as a self-contained solution.},
  author       = {Duport, François and Smerieri, Anteo and Paquot, Yvan and Schneider, Bendix and Dambre, Joni and Schrauwen, Benjamin and Haelterman, Marc and Massar, Serge},
  booktitle    = {IEEE International Symposium on Circuits and Systems},
  isbn         = {9781467357623},
  issn         = {0271-4302},
  keywords     = {photonic reservoir computing},
  language     = {eng},
  location     = {Beijing, PR China},
  pages        = {333--336},
  publisher    = {IEEE},
  title        = {Recent advances in optical reservoir computing},
  url          = {http://dx.doi.org/10.1109/ISCAS.2013.6571848},
  year         = {2013},
}

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