haoyunliang / Optical-Neural-Network
Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
☆105Updated 3 years ago
Alternatives and similar repositories for Optical-Neural-Network:
Users that are interested in Optical-Neural-Network are comparing it to the libraries listed below
- D2NN TRANNING SCRIPT☆63Updated 6 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆131Updated 3 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Pytorch version of D2NN☆68Updated last year
- 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
- Diffraction Deep Neural Networks(D2NN)☆155Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆12Updated 10 months ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆39Updated 6 years ago
- ☆10Updated 4 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- ☆13Updated last year
- ☆16Updated 3 months ago
- ☆11Updated 4 years ago
- ☆11Updated 6 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆35Updated 5 months ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆17Updated last year
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆44Updated 4 years ago
- ☆14Updated 6 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆29Updated 4 years ago
- 相位恢复算法相关的几种算法,包括角谱迭代算法,GS算法,TTIE强度方程恢复算法,以及算法的结合。☆26Updated last year
- Automated Metasurface Design by Machine Learning☆14Updated 4 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- ☆10Updated 2 years ago
- ☆14Updated 7 months ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆92Updated last year
- Code for inverse design of metasurface☆12Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago