Repositories list

• mcmahon-lab.github.io

  Public
  CSS

  •0•0•0•0•Updated Nov 11, 2024Nov 11, 2024

• MultimodeNonlinearOptics

  Public
  C++

  •0•3•0•0•Updated Nov 2, 2024Nov 2, 2024

• Physics-Aware-Training

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

  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •48•289•2•0•Updated Sep 30, 2024Sep 30, 2024

• cim-optimizer

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

  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •5•28•1•0•Updated Sep 12, 2024Sep 12, 2024

• NonlinearOpticsExamples

  Public
  Jupyter Notebook

  •0•0•0•0•Updated May 2, 2024May 2, 2024

• Hamiltonian-Reconstruction-Metric

  Public
  Python

  •

  Creative Commons Attribution 4.0 International

  •0•0•0•0•Updated Apr 15, 2024Apr 15, 2024

• 2D-programmable-waveguide

  Public
  Python

  •

  Creative Commons Attribution 4.0 International

  •1•5•0•0•Updated Feb 28, 2024Feb 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.

  Jupyter Notebook

  •1•0•0•0•Updated Dec 4, 2023Dec 4, 2023

• Single-Photon-Detection-Neural-Networks

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

  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •0•7•0•0•Updated Sep 26, 2023Sep 26, 2023

• Fourier-Series-Loader

  Public
  Jupyter Notebook

  •

  Creative Commons Attribution 4.0 International

  •1•5•0•0•Updated Feb 9, 2023Feb 9, 2023

• 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

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  Creative Commons Attribution 4.0 International

  •3•30•1•0•Updated Dec 1, 2022Dec 1, 2022

• error_mitigation_vqe

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

  Python

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  Creative Commons Attribution 4.0 International

  •1•10•0•0•Updated Jun 21, 2022Jun 21, 2022

• ONN-device-control

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

  machine-learningneural-networksoptics+ 2emerging-techoptical-computation

  Jupyter Notebook

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  Creative Commons Attribution 4.0 International

  •2•12•0•0•Updated Jan 31, 2022Jan 31, 2022

• 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.

  machine-learningneural-networksoptics+ 2emerging-techoptical-computation

  Jupyter Notebook

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  Creative Commons Attribution 4.0 International

  •1•18•0•0•Updated Jan 31, 2022Jan 31, 2022

• sweeps

  Public
  Run parameter sweeps easily, in parallel, with JSON parameters, logs, diverse language support, and parameter data frames.

  Python

  •2•1•0•0•Updated Feb 10, 2020Feb 10, 2020