tutuna / Diffractive-Deep-Neural-NetworksLinks
Diffraction Deep Neural Networks(D2NN)
☆194Updated 3 years ago
Alternatives and similar repositories for Diffractive-Deep-Neural-Networks
Users that are interested in Diffractive-Deep-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Pytorch version of D2NN☆95Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆116Updated 4 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆141Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆49Updated 7 months ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆28Updated 6 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆37Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆39Updated 6 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 2 years ago
- ☆16Updated 10 months ago
- ☆11Updated 5 years ago
- ☆16Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16Updated last year
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆15Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆115Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆14Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆36Updated 4 years ago
- ☆14Updated 6 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆49Updated last year
- GS算法得到图像相位☆56Updated 7 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆53Updated 5 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Updated 5 years ago
- Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasu…☆190Updated 3 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆28Updated last year
- Inverse design of metasurface with non-local interations☆38Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 4 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 11 months ago