computational-imaging / opticalCNNLinks
hybrid optical electronic convolutional neural networks
☆142Updated 5 years ago
Alternatives and similar repositories for opticalCNN
Users that are interested in opticalCNN are comparing it to the libraries listed below
Sorting:
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆135Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆43Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆22Updated last year
- ☆19Updated 6 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- ☆15Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 3 years ago
- A simulation framework for unitary neural networks and photonic devices☆109Updated 4 years ago
- ☆11Updated 5 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
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆42Updated 2 months ago
- Diffraction Deep Neural Networks(D2NN)☆173Updated 2 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…☆77Updated 3 months ago
- ☆16Updated 6 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- Pytorch version of D2NN☆81Updated 2 years ago
- ☆14Updated 6 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆21Updated 2 months ago
- Flexible simulation package for optical neural networks☆239Updated 5 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
- ☆14Updated 2 years ago
- ☆14Updated 6 years ago
- Automated Metasurface Design by Machine Learning☆16Updated 4 years ago
- Implementation of phase retrieval using Gerchberg-Saxton algorithm☆42Updated 6 years ago