shlizee / OpticalNN
☆14Updated 6 years ago
Alternatives and similar repositories for OpticalNN:
Users that are interested in OpticalNN 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…☆35Updated last year
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆12Updated 2 years ago
- ☆13Updated 5 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆130Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆44Updated 4 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- D2NN TRANNING SCRIPT☆63Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆104Updated 3 years ago
- ☆16Updated 2 months ago
- ☆10Updated 4 years ago
- ☆13Updated 3 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years 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
- Diffractive optical neural network training with arbitrary spatial coherence.☆14Updated last year
- Inverse design of metasurface with non-local interations☆36Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Automated Metasurface Design by Machine Learning☆14Updated 4 years ago
- Multipole Expansion for NanoPhotoncis☆13Updated 4 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 3 years ago
- ☆10Updated 2 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- ☆17Updated 6 months ago
- Adjoint-based optimization and inverse design of photonic devices.☆12Updated 5 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 11 months ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆91Updated last year
- 深度学习加超表面文献☆23Updated 2 years ago