computational-imaging / opticalCNN
hybrid optical electronic convolutional neural networks
☆140Updated 5 years ago
Alternatives and similar repositories for opticalCNN:
Users that are interested in opticalCNN are comparing it to the libraries listed below
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆132Updated 3 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆45Updated 4 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆41Updated 2 weeks ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆107Updated 3 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆38Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆18Updated last year
- ☆19Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆107Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆28Updated 3 years ago
- ☆10Updated 5 years ago
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- Diffraction Deep Neural Networks(D2NN)☆161Updated 2 years ago
- ☆16Updated 4 months ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆40Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- ☆11Updated 4 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- Pytorch version of D2NN☆73Updated 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
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆74Updated last month
- ☆15Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆17Updated last week
- Implementation of phase retrieval using Gerchberg-Saxton algorithm☆42Updated 5 years ago
- ☆32Updated last month
- A multi-scale differential optimization framework for diffractive optical systems.☆43Updated last year
- (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