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Physics-Aware-Training
Physics-Aware-Training PublicInstructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.
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Image-sensing-with-multilayer-nonlinear-optical-neural-networks
Image-sensing-with-multilayer-nonlinear-optical-neural-networks PublicImplementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
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cim-optimizer
cim-optimizer PublicReference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).
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ONN-QAT-SQL
ONN-QAT-SQL PublicScripts 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.
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ONN-device-control
ONN-device-control PublicDevice control modules for an optical matrix-vector multiplier with a low photon count.
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error_mitigation_vqe
error_mitigation_vqe PublicTools for optimizing quantum circuits and for performing rescaling-based error mitigation.
Repositories
- mcmahon-lab.github.io Public
mcmahon-lab/mcmahon-lab.github.io’s past year of commit activity - MultimodeNonlinearOptics Public
mcmahon-lab/MultimodeNonlinearOptics’s past year of commit activity - 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 - 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 - NonlinearOpticsExamples Public
mcmahon-lab/NonlinearOpticsExamples’s past year of commit activity - 2D-programmable-waveguide Public
mcmahon-lab/2D-programmable-waveguide’s past year of commit activity - 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 - 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 - Fourier-Series-Loader Public
mcmahon-lab/Fourier-Series-Loader’s past year of commit activity
