feng-spinning / onn-simulationLinks
A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoherent propagation, parallel computation, nonlinear activation, changing of propagating distance.
☆47Updated 6 months ago
Alternatives and similar repositories for onn-simulation
Users that are interested in onn-simulation are comparing it to the libraries listed below
Sorting:
- Diffraction Deep Neural Networks(D2NN)☆193Updated 3 years ago
- Pytorch version of D2NN☆93Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated 2 years ago
- D2NN TRANNING SCRIPT☆66Updated 6 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆37Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆46Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆115Updated 4 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆140Updated 3 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆28Updated last year
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆27Updated 2 months ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆16Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆113Updated 2 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆42Updated 3 weeks ago
- ☆11Updated 5 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 4 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆48Updated last year
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆90Updated 3 months ago
- ☆16Updated 2 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆47Updated last year
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆80Updated last year
- ☆11Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆13Updated last year
- ☆38Updated 4 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 11 months ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 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…☆186Updated 3 years ago