computational-imaging / opticalCNNLinks
hybrid optical electronic convolutional neural networks
☆147Updated 6 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☆141Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆53Updated 5 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆37Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆116Updated 4 years ago
- ☆20Updated 6 years ago
- Diffraction Deep Neural Networks(D2NN)☆196Updated 3 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆50Updated 7 months ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆28Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆40Updated 6 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 4 years ago
- Implementation of phase retrieval using Gerchberg-Saxton algorithm☆45Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆43Updated 8 months ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆28Updated 6 years ago
- Flexible simulation package for optical neural networks☆256Updated 5 years ago
- Pytorch version of D2NN☆96Updated 2 years ago
- ☆14Updated 6 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆69Updated 4 years ago
- Automated Metasurface Design by Machine Learning☆18Updated 5 years ago
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆27Updated 3 months ago
- ☆17Updated 11 months ago
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆94Updated 4 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated 2 years ago
- ☆16Updated 2 years ago
- ☆11Updated 5 years ago
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆16Updated 2 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆116Updated 2 years ago