Diffraction Deep Neural Networks(D2NN)
☆217Oct 29, 2022Updated 3 years ago
Alternatives and similar repositories for Diffractive-Deep-Neural-Networks
Users that are interested in Diffractive-Deep-Neural-Networks are comparing it to the libraries listed below
Sorting:
- Pytorch version of D2NN☆108Jun 13, 2023Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆123Jun 26, 2021Updated 4 years ago
- D2NN TRANNING SCRIPT☆66Feb 27, 2019Updated 7 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆145Feb 27, 2022Updated 4 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆60Apr 10, 2025Updated 10 months 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
- 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
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Oct 19, 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
- ☆12Apr 17, 2020Updated 5 years ago
- ☆11Oct 31, 2020Updated 5 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
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- ☆11Nov 7, 2018Updated 7 years ago
- 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
- ☆17Dec 22, 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
- ☆40Feb 25, 2021Updated 5 years ago
- ☆12Sep 5, 2022Updated 3 years ago
- Matlab implementations of Laguerre-Gaussian Vortex Beams☆23Aug 30, 2018Updated 7 years ago
- ☆51Oct 22, 2025Updated 4 months ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆14Feb 2, 2024Updated 2 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Sep 30, 2020Updated 5 years ago
- ☆16May 3, 2021Updated 4 years ago
- ☆20Sep 6, 2024Updated last year
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆27Jul 17, 2021Updated 4 years ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70May 24, 2021Updated 4 years ago
- Implementation of model-free computational optics to a wide range of tasks.☆19Oct 21, 2024Updated last year
- ☆16Apr 12, 2019Updated 6 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆14Mar 14, 2024Updated last year
- Flexible simulation package for optical neural networks☆266Apr 22, 2020Updated 5 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆89Apr 11, 2023Updated 2 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆97Updated this week
- Repository for "360° Structured Light with Learned Metasurfaces"☆29Jun 11, 2024Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆20Dec 15, 2021Updated 4 years ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆17Mar 25, 2024Updated last year
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Mar 19, 2021Updated 4 years ago