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Simulation Intelligence: Towards a New Generation of Scientific Methods


Dec 06, 2021
Alexander Lavin , Hector Zenil , Brooks Paige , David Krakauer , Justin Gottschlich , Tim Mattson , Anima Anandkumar , Sanjay Choudry , Kamil Rocki , Atılım Güneş Baydin , Carina Prunkl , Brooks Paige , Olexandr Isayev , Erik Peterson , Peter L. McMahon , Jakob Macke , Kyle Cranmer , Jiaxin Zhang , Haruko Wainwright , Adi Hanuka , Manuela Veloso , Samuel Assefa , Stephan Zheng , Avi Pfeffer


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An optical neural network using less than 1 photon per multiplication


Apr 27, 2021
Tianyu Wang , Shi-Yuan Ma , Logan G. Wright , Tatsuhiro Onodera , Brian Richard , Peter L. McMahon

* 42 pages, 21 figures 

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Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems


Apr 27, 2021
Logan G. Wright , Tatsuhiro Onodera , Martin M. Stein , Tianyu Wang , Darren T. Schachter , Zoey Hu , Peter L. McMahon


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Attention-based Quantum Tomography


Jun 22, 2020
Peter Cha , Paul Ginsparg , Felix Wu , Juan Carrasquilla , Peter L. McMahon , Eun-Ah Kim


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