Abstract
A reservoir computing device built with directly modulated VCSEL chips and multi-mode fiber couplers is described, experimentally realized and tested for a distorted signal recovery task. Numerical and experimental results show little disparity, with a small error count in both cases. The successful realization of this low power system with an all-optical time-delay feedback and electro-optical gain located inside the physical node is promising for the realization of a high speed, board-integrated reservoir or reservoir cluster architecture.
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CITATION STYLE
Héroux, J. B., Kanazawa, N., & Nakano, D. (2018). Delayed feedback reservoir computing with VCSEL. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11301 LNCS, pp. 594–602). Springer Verlag. https://doi.org/10.1007/978-3-030-04167-0_54
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