A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing
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Nov 11, 2024 - Python
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optical-neural-network
Here are 6 public repositories matching this topic...
Supporting code for "End-to-end optical backpropagation for training neural networks".
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Sep 30, 2020 - Python
SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classifier (e.g. classify hand-written digits MNIST dataset). Besides, the framework can also be used to design optics based on a task like focusing and beam steering. However, custom object functions should be defin…
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May 8, 2023 - Python
Python library for differentiable Fourier optics simulations with PyTorch.
machine-learning deep-learning physics pytorch optics microscopy imaging diffraction holography fourier-optics computational-optics optical-neural-network inverse-design
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Dec 21, 2024 - Python
Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference
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Sep 23, 2024 - Python
This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power
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Oct 4, 2023 - Python
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