Abstract
Reservoir Computing is an emerging field of research intended to develop novel computational machines based on operating principles issued from the neural network community [1] and the brain research sciences [2]. Practical implementations of the corresponding principles is a strongly open question, which is precisely addressed from the photonic viewpoint in the frame of a recently funded EC project PHOCUS. The main idea is here to benefit from the intrinsic dynamic complexity of delay systems, which experimental realization are well known in photonics, in order to perform the central role of a reservoir computer, the reservoir itself.
© 2011 IEEE
PDF ArticleMore Like This
Florian Denis-le Coarer, Damien Rontani, and Marc Sciamanna
jsi_3_4 European Quantum Electronics Conference (EQEC) 2019
R. Martinenghi, A. Baylón-Fuentes, F. Xiaole, M. Jacquot, Y. Chembo, and L. Larger
CD_10_4 The European Conference on Lasers and Electro-Optics (CLEO/Europe) 2013
Ian Bauwens, Guy Van der Sande, Peter Bienstman, and Guy Verschaffelt
jsiii_p_8 European Quantum Electronics Conference (EQEC) 2023