A Photonic Deep Neural Network Processor on a Single Chip with Optically Accelerated Training

Saumil Bandyopadhyay,Alexander Sludds,Stefan Krastanov,Ryan Hamerly,Nicholas Harris,Darius Bunandar,Matthew Streshinsky,Michael Hochberg,Dirk Englund

2023 Conference on Lasers and Electro-Optics (CLEO)（2023）

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摘要

We report an end-to-end photonic deep neural network processor, fabricated in a commercial CMOS process, that integrates optical matrix algebra and nonlinear function units onto a single chip and implements all-optical DNN inference and training.

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