shlizee / OpticalNNLinks
☆14Updated 6 years ago
Alternatives and similar repositories for OpticalNN
Users that are interested in OpticalNN are comparing it to the libraries listed below
Sorting:
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆134Updated 3 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆23Updated last year
- ☆11Updated 5 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆34Updated 4 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- ☆14Updated 6 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- ☆10Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- Inverse design of metasurface with non-local interations☆38Updated last year
- RCWA simulation of metasurface library☆11Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆44Updated 2 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆12Updated last year
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆47Updated last year
- ☆9Updated last year
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆104Updated last year
- Pytorch version of D2NN☆83Updated 2 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆44Updated last year
- ☆16Updated 6 months ago
- Automated Metasurface Design by Machine Learning☆16Updated 4 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆12Updated 2 years ago
- (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
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- Diffraction Deep Neural Networks(D2NN)☆174Updated 2 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 7 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year