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07/31/2023
The physics of optical computing
There has been a resurgence of interest in optical computing over the pa...
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07/28/2023
Quantum-noise-limited optical neural networks operating at a few quanta per activation
Analog physical neural networks, which hold promise for improved energy ...
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02/20/2023
Optical Transformers
The rapidly increasing size of deep-learning models has caused renewed a...
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07/27/2022
Image sensing with multilayer, nonlinear optical neural networks
Optical imaging is commonly used for both scientific and technological a...
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12/06/2021
Simulation Intelligence: Towards a New Generation of Scientific Methods
The original "Seven Motifs" set forth a roadmap of essential methods for...
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04/27/2021
An optical neural network using less than 1 photon per multiplication
Deep learning has rapidly become a widespread tool in both scientific an...
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04/27/2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems
Deep neural networks have become a pervasive tool in science and enginee...
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06/22/2020