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@mcmahon-lab McMahon Lab

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    16 repositories

    • MultimodeNonlinearOptics

      Public
      C++
      •1•4•0•0•Updated Jun 17, 2026Jun 17, 2026

    • mcmahon-lab.github.io

      Public
      CSS
      •0•0•0•0•Updated May 18, 2026May 18, 2026

    • 2D-programmable-waveguide

      Public
      Instructional simulations of light propagation in two-dimensionally programmable waveguides.
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •3•12•0•0•Updated Oct 4, 2025Oct 4, 2025

    • Image-sensing-with-eigentasks

      Public
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •0•1•0•0•Updated Mar 20, 2025Mar 20, 2025

    • Physics-Aware-Training

      Public
      Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •49•316•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
      •7•41•1•1•Updated Sep 12, 2024Sep 12, 2024

    • NonlinearOpticsExamples

      Public
      Jupyter Notebook
      •0•1•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

    • 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
      •1•14•0•0•Updated Sep 26, 2023Sep 26, 2023

    • Fourier-Series-Loader

      Public
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •1•7•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
      •
      Creative Commons Attribution 4.0 International
      •7•43•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
      •
      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
      machine-learningneural-networksopticsemerging-techoptical-computation
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •3•14•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 perfo…
      machine-learningneural-networksoptics
      machine-learningneural-networksopticsemerging-techoptical-computation
      Jupyter Notebook
      •
      Creative Commons Attribution 4.0 International
      •2•21•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
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