mcmahon-lab / Image-sensing-with-multilayer-nonlinear-optical-neural-networksLinks
Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
☆37Updated 2 years ago
Alternatives and similar repositories for Image-sensing-with-multilayer-nonlinear-optical-neural-networks
Users that are interested in Image-sensing-with-multilayer-nonlinear-optical-neural-networks are comparing it to the libraries listed below
Sorting:
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆115Updated 4 years ago
- Diffraction Deep Neural Networks(D2NN)☆186Updated 2 years ago
- Pytorch version of D2NN☆90Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆45Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆139Updated 3 years ago
- D2NN TRANNING SCRIPT☆66Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 6 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- RCWA simulation of metasurface library☆11Updated 2 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 10 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆48Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated last year
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆25Updated last month
- ☆38Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆52Updated 5 years ago
- ☆11Updated 5 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆46Updated 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…☆86Updated 3 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆26Updated last year
- ☆14Updated 6 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆16Updated 2 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 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…☆80Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆28Updated last year
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆30Updated 5 years ago
- Code for inverse design of metasurface☆17Updated last year
- ☆10Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆109Updated last year