0ce38a2b / D2NN
(Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"
☆12Updated 10 months ago
Alternatives and similar repositories for D2NN:
Users that are interested in D2NN are comparing it to the libraries listed below
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆37Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆40Updated 6 years ago
- ☆10Updated 4 years ago
- Pytorch version of D2NN☆68Updated last year
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆105Updated 3 years ago
- ☆13Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆131Updated 3 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Code for inverse design of metasurface☆12Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆29Updated 4 years ago
- Diffraction Deep Neural Networks(D2NN)☆155Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆14Updated 3 months ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- Inverse design of metasurface with non-local interations☆37Updated last year
- ☆14Updated 5 years ago
- ☆14Updated 7 months ago
- A multi-scale differential optimization framework for diffractive optical systems.☆41Updated 11 months ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆35Updated 5 months ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆18Updated last year
- ☆14Updated 2 years ago
- 深度学习加超表面文献☆24Updated 3 years ago