feng-spinning / onn-simulation
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.
☆34Updated 4 months ago
Alternatives and similar repositories for onn-simulation:
Users that are interested in onn-simulation are comparing it to the libraries listed below
- Diffraction Deep Neural Networks(D2NN)☆147Updated 2 years ago
- Pytorch version of D2NN☆63Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆103Updated 3 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆14Updated 11 months ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆127Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆38Updated 6 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- ☆11Updated 6 years ago
- ☆10Updated 4 years ago
- ☆16Updated last month
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 10 months ago
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago
- ☆13Updated last year
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆32Updated 7 months ago
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated 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…☆67Updated last month
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆16Updated 3 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Inverse design of metasurface with non-local interations☆35Updated last year
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 10 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- simple matlab function of angular spectrum method of fast calculation of diffraction with band limitation setting, zero padding setting a…☆15Updated 3 years ago