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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 271 46

  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 25 3

  3. cim-optimizer cim-optimizer Public

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

    Jupyter Notebook 21 4

  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 17 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 10 2

  6. error_mitigation_vqe error_mitigation_vqe Public

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

    Python 9 1

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