Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators

Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators

We discuss our work in optics informed photonic neural networks, an architectural framework bridging the idiosyncrasy of integrated photonic architectures with a set of Deep Learning algorithms, towards harnessing the full potential of light-based accelerators.

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Bibliographic Details
Published in:2024 Optical Fiber Communications Conference and Exhibition (OFC) pp. 1 - 3
Main Authors: Moralis-Pegios, M., Tsakyridis, A., Pappas, C., Moschos, T., Giamougiannis, G., Kovaios, S., Roumpos, I., Kirtas, M., Passalis, N., Tefas, A., Pleros, N.
Format: Conference Proceeding
Language:English
Published: OSA 24-03-2024
Subjects:
Deep learning
Neural networks
Optical computing
Optical fiber networks
Optical fibers
Photonics
Online Access:Get full text
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Description
Summary:We discuss our work in optics informed photonic neural networks, an architectural framework bridging the idiosyncrasy of integrated photonic architectures with a set of Deep Learning algorithms, towards harnessing the full potential of light-based accelerators.