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Scalable and Compact 3D Tensorized Photonic Neural Networks | IEEE Conference Publication | IEEE Xplore

Scalable and Compact 3D Tensorized Photonic Neural Networks


Abstract:

We propose a scalable and compact 3D tensorized photonic neural network with high-radix (1024×1024) synaptic interconnections implemented by cascaded small-radix (10×10) ...Show More

Abstract:

We propose a scalable and compact 3D tensorized photonic neural network with high-radix (1024×1024) synaptic interconnections implemented by cascaded small-radix (10×10) photonic tensor-train cores. Our architecture exhibits 171.8-dB lower insertion loss and 582× fewer MZIs.
Date of Conference: 06-10 June 2021
Date Added to IEEE Xplore: 26 July 2021
ISBN Information:
Conference Location: San Francisco, CA, USA

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