MatthewFilipovich / diffractive-optical-neural-networks-with-coherence
Diffractive optical neural network training with arbitrary spatial coherence.
☆14Updated 11 months ago
Alternatives and similar repositories for diffractive-optical-neural-networks-with-coherence:
Users that are interested in diffractive-optical-neural-networks-with-coherence are comparing it to the libraries listed below
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- ☆10Updated 4 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- 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
- Pytorch version of D2NN☆63Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 10 months ago
- 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
- Inverse design of metasurface with non-local interations☆35Updated last year
- ☆13Updated 5 years 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
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- ☆13Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- ☆16Updated last month
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆147Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆13Updated 4 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 10 months ago
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 3 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆43Updated 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…☆79Updated last year
- ☆17Updated 5 months ago
- 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