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  1. pytorch-onn pytorch-onn Public

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    A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

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  4. Deep-Learning-Models-in-Modulation-Classification Deep-Learning-Models-in-Modulation-Classification Public

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    This project utilizes three deep learning models, DNN, CNN, and LSTM, for the classification and recognition of 11 modulation types, including BPSK, QPSK, 8PSK, 16QAM, 64QAM, PAM4, GFSK, CPFSK, B-F…

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  5. ONN-QAT-SQL ONN-QAT-SQL Public

    Forked from mcmahon-lab/ONN-QAT-SQL

    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.

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  6. Training-Large-Scale-ONN Training-Large-Scale-ONN Public

    Forked from AAhmadnejad98/Training-Large-Scale-ONN

    Training Large-Scale Optical Neural Networks with Two-Pass Forward Propagation

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