closest-git / ONNetLinks
Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
☆134Updated 3 years ago
Alternatives and similar repositories for ONNet
Users that are interested in ONNet are comparing it to the libraries listed below
Sorting:
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆44Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆174Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- ☆11Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- Pytorch version of D2NN☆83Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- ☆16Updated 6 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- ☆14Updated 6 years ago
- ☆14Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆104Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆23Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆12Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆44Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆47Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆34Updated 4 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆30Updated 5 years ago
- Code for inverse design of metasurface☆14Updated last year
- hybrid optical electronic convolutional neural networks☆143Updated 5 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆168Updated 3 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 7 months ago
- ☆10Updated 2 years ago
- RCWA simulation of metasurface library☆11Updated 2 years ago
- ☆14Updated 4 years ago