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
☆40Updated 3 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" .☆123Updated 4 years ago
- D2NN TRANNING SCRIPT☆66Updated 6 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆145Updated 3 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 7 years ago
- Diffraction Deep Neural Networks(D2NN)☆216Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 2 years ago
- Pytorch version of D2NN☆107Updated 2 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆27Updated 7 years ago
- ☆12Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆31Updated 5 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Updated 5 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated last year
- RCWA simulation of metasurface library☆10Updated 2 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆50Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆24Updated 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…☆84Updated last year
- A full software for the propagation of a wavefront phase in free space, assuming coherent illumination.☆26Updated 4 years ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆102Updated 6 months ago
- ☆17Updated last year
- ☆14Updated 7 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16Updated last year
- ☆12Updated 3 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆59Updated 9 months ago
- ☆39Updated 4 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆25Updated 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…☆51Updated 2 years ago
- ☆16Updated 6 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆19Updated 2 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Updated 6 years ago