Search Results for author: Ryan Hamerly

Found 2 papers, 0 papers with code

Frequency-Encoded Deep Learning with Speed-of-Light Dominated Latency

no code implementations8 Jul 2022 Ronald Davis III, Zaijun Chen, Ryan Hamerly, Dirk Englund

We experimentally demonstrate a 3-layer DNN with our architecture using a simple hardware setup assembled with commercial components.

Single-Shot Optical Neural Network

no code implementations18 May 2022 Liane Bernstein, Alexander Sludds, Christopher Panuski, Sivan Trajtenberg-Mills, Ryan Hamerly, Dirk Englund

As deep neural networks (DNNs) grow to solve increasingly complex problems, they are becoming limited by the latency and power consumption of existing digital processors.

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