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Authors: P. Bienstman, Joni Dambre, A. Katumba, Matthias Freiberger, F. Laporte, A. Lugnan
Title: Silicon photonics for neuromorphic information processing
Format: International Conference Proceedings
Publication date: 1/2018
Journal/Conference/Book: SPIE Photonics West (invited)
Editor/Publisher: SPIE, 
Volume(Issue): DL 10551 p.paper 10551-19 (7 pages)
Location: San Francisco, United States
Internal Reference: [N-2167]

Abstract

We present our latest results on silicon photonics neuromorphic information processing based a.o. on techniques like reservoir computing. We will discuss aspects like scalability, novel architectures for enhanced power efficiency, as well as all-optical readout. Additionally, we will touch upon new machine learning techniques to operate these integrated readouts. Finally, we will show how these systems can be used for high-speed low-power information processing for applications like telecommunications and recognition of biological cells.

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