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  1. Physics-Aware-Training Physics-Aware-Training Public

    Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.

    Jupyter Notebook 290 48

  2. Image-sensing-with-multilayer-nonlinear-optical-neural-networks Image-sensing-with-multilayer-nonlinear-optical-neural-networks Public

    Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations

    Jupyter Notebook 31 3

  3. cim-optimizer cim-optimizer Public

    Reference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).

    Jupyter Notebook 29 5

  4. ONN-QAT-SQL ONN-QAT-SQL Public

    Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulating neural network performance under shot noise.

    Jupyter Notebook 18 1

  5. ONN-device-control ONN-device-control Public

    Device control modules for an optical matrix-vector multiplier with a low photon count.

    Jupyter Notebook 12 2

  6. error_mitigation_vqe error_mitigation_vqe Public

    Tools for optimizing quantum circuits and for performing rescaling-based error mitigation.

    Python 10 1

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  • mcmahon-lab/MultimodeNonlinearOptics’s past year of commit activity
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  • Physics-Aware-Training Public

    Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.

    mcmahon-lab/Physics-Aware-Training’s past year of commit activity
    Jupyter Notebook 290 CC-BY-4.0 48 2 0 Updated Sep 30, 2024
  • cim-optimizer Public

    Reference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).

    mcmahon-lab/cim-optimizer’s past year of commit activity
    Jupyter Notebook 29 CC-BY-4.0 5 1 0 Updated Sep 12, 2024
  • mcmahon-lab/NonlinearOpticsExamples’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated May 2, 2024
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    Python 0 CC-BY-4.0 0 0 0 Updated Apr 15, 2024
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    Python 5 CC-BY-4.0 1 0 0 Updated Feb 28, 2024
  • The-Benefits-of-Self-Supervised-Learning-for-Training-Physical-Neural-Networks Public

    Repository that contains the code to reproduce the results presented in the paper.

    mcmahon-lab/The-Benefits-of-Self-Supervised-Learning-for-Training-Physical-Neural-Networks’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Dec 4, 2023
  • Single-Photon-Detection-Neural-Networks Public

    Physics-aware stochastic training for single-photon-detection neural networks (SPDNNs)

    mcmahon-lab/Single-Photon-Detection-Neural-Networks’s past year of commit activity
    Jupyter Notebook 7 CC-BY-4.0 0 0 0 Updated Sep 26, 2023
  • mcmahon-lab/Fourier-Series-Loader’s past year of commit activity
    Jupyter Notebook 5 CC-BY-4.0 1 0 0 Updated Feb 9, 2023

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