closest-git / ONNet
Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
☆132Updated 3 years ago
Alternatives and similar repositories for ONNet:
Users that are interested in ONNet are comparing it to the libraries listed below
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆107Updated 3 years ago
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆40Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆163Updated 2 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆46Updated 4 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆40Updated 6 years ago
- Pytorch version of D2NN☆74Updated last year
- ☆10Updated 5 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated 11 months ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆43Updated last month
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆20Updated last year
- ☆13Updated last year
- ☆16Updated 4 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- ☆14Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- ☆15Updated last year
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆15Updated 4 years ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆98Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago
- hybrid optical electronic convolutional neural networks☆141Updated 5 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆23Updated 2 years ago
- ☆11Updated 4 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆25Updated last year