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Conferences > CLEO_SI > 2020 > SM1E > SM1E.5

Parallel Fault-Tolerant Programming and Optimization of Photonic Neural Networks

Sunil Pai, Ian A. D. Williamson, Momchil Minkov, Tyler W. Hughes, Olav Solgaard, Shanhui Fan, and David A. B. Miller

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Abstract

We propose and numerically demonstrate a fault-tolerant, efficient parallel nullification protocol to program and error-correct photonic neural networks for energy- efficient machine learning tasks.

© 2020 The Author(s)

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