Delocalized Photonic Deep Learning on the Internet's Edge

Machine learning has become ubiquitous in our daily lives, providing unprecedented improvements in image recognition, autonomous driving and conversational AI. To enable this improvement the size of machine learning models has grown exponentially, requiring new hardware that scales accordingly. CMOS...

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Bibliographic Details
Main Author: Sludds, Alexander
Other Authors: Englund, Dirk R.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/151701