Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
☆124Jun 26, 2021Updated 4 years ago
Alternatives and similar repositories for Optical-Neural-Network
Users that are interested in Optical-Neural-Network are comparing it to the libraries listed below
Sorting:
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆145Feb 27, 2022Updated 4 years ago
- D2NN TRANNING SCRIPT☆66Feb 27, 2019Updated 7 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Dec 21, 2018Updated 7 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Dec 15, 2018Updated 7 years ago
- Diffraction Deep Neural Networks(D2NN)☆217Oct 29, 2022Updated 3 years ago
- ☆12Apr 17, 2020Updated 5 years ago
- ☆11Oct 31, 2020Updated 5 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆56Sep 30, 2020Updated 5 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16May 22, 2024Updated last year
- hybrid optical electronic convolutional neural networks☆150Nov 11, 2019Updated 6 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309…☆13Jun 23, 2019Updated 6 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆19Jan 31, 2022Updated 4 years ago
- ☆19May 23, 2023Updated 2 years ago
- Pytorch version of D2NN☆109Jun 13, 2023Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Oct 19, 2023Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆32Mar 12, 2024Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆40Dec 1, 2022Updated 3 years ago
- ☆11Nov 7, 2018Updated 7 years ago
- Flexible simulation package for optical neural networks☆267Apr 22, 2020Updated 5 years ago
- Implementation of model-free computational optics to a wide range of tasks.☆19Oct 21, 2024Updated last year
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆51Nov 24, 2023Updated 2 years ago
- Training neural networks for inverse design of nanophotonic gratings.☆20Dec 15, 2021Updated 4 years ago
- ☆17Dec 22, 2024Updated last year
- ☆20Aug 13, 2024Updated last year
- Repository for "Multilevel Diffractive Optics Design".☆32Nov 20, 2024Updated last year
- Relevent code snippets for the digital optical neural network project in Dirk Englund's group☆21Mar 3, 2020Updated 6 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆21Jun 22, 2022Updated 3 years ago
- ☆26Apr 15, 2024Updated last year
- (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…☆84Feb 7, 2024Updated 2 years ago
- ☆12Sep 5, 2022Updated 3 years ago
- ☆16May 3, 2021Updated 4 years ago
- ☆40Feb 25, 2021Updated 5 years ago
- Neural Networks for Optical Inverse Design☆22Sep 25, 2017Updated 8 years ago
- A simulation framework for unitary neural networks and photonic devices☆121Apr 21, 2021Updated 4 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆14Mar 14, 2024Updated last year
- Beampy is a python package - with an user interface - allowing to propagate beams in differents guides using the Beam Propagation Method …☆40Dec 31, 2020Updated 5 years ago
- ☆21Mar 3, 2019Updated 7 years ago