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.
☆42Updated last month
Alternatives and similar repositories for onn-simulation
Users that are interested in onn-simulation are comparing it to the libraries listed below
Sorting:
- Pytorch version of D2NN☆77Updated last year
- Diffraction Deep Neural Networks(D2NN)☆170Updated 2 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆109Updated 3 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☆133Updated 3 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆34Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆42Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- ☆10Updated 5 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆22Updated last year
- ☆14Updated 2 years ago
- ☆11Updated 6 years ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆45Updated last year
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆43Updated 10 months ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆42Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆20Updated last year
- ☆15Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- A tidy MATLAB implementation of angular spectrum method to calculate beam propagation. Interesting examples included.☆14Updated 2 years ago
- ☆16Updated 5 months ago
- ☆18Updated 9 months ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆20Updated last month
- Automated Metasurface Design by Machine Learning☆16Updated 4 years ago
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆81Updated last year