High-Speed Neuromorphic Computing Using Spin-Controlled VCSELs

Krishan Harkhoe; Guy Verschaffelt; Guy Van der Sande

2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
OSA Technical Digest (Optica Publishing Group, 2021),
paper jsiv_1_4

High-Speed Neuromorphic Computing Using Spin-Controlled VCSELs

Krishan Harkhoe, Guy Verschaffelt, and Guy Van der Sande

The European Conference on Lasers and Electro-Optics 2021

Munich Germany
21–25 June 2021
ISBN: 978-1-6654-1876-8

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Optical Computing I (jsiv_1)

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K. Harkhoe, G. Verschaffelt, and G. Van der Sande, "High-Speed Neuromorphic Computing Using Spin-Controlled VCSELs," in 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, OSA Technical Digest (Optica Publishing Group, 2021), paper jsiv_1_4.

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Abstract

We demonstrate a performant delay-based reservoir computing system using a spin-controlled VCSEL, with processing speeds 20 times faster than similar state-of-the-art systems. The fast polarization dynamics also enables us to drastically shorten the delay line.

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