Diffraction Deep Neural Networks(D2NN)
☆226Oct 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch version of D2NN☆109Jun 13, 2023Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆126Jun 26, 2021Updated 4 years ago
- D2NN TRANNING SCRIPT☆65Feb 27, 2019Updated 7 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 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…☆66Apr 10, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 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
- 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
- ☆10Apr 17, 2020Updated 5 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆32Mar 12, 2024Updated 2 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆17Dec 22, 2024Updated last year
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆41Dec 1, 2022Updated 3 years ago
- ☆25Apr 15, 2024Updated last year
- ☆43Feb 25, 2021Updated 5 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…☆108Jul 3, 2025Updated 9 months ago
- X-ray diffraction denoising using deep convolutional neural networks☆15Mar 14, 2024Updated 2 years ago
- ☆56Oct 22, 2025Updated 5 months ago
- Implementation of model-free computational optics to a wide range of tasks.☆19Oct 21, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A Generic Framework for Optical Inverse Design☆54Apr 18, 2025Updated 11 months ago
- Matlab implementations of Laguerre-Gaussian Vortex Beams☆24Aug 30, 2018Updated 7 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆57Sep 30, 2020Updated 5 years ago
- Flexible simulation package for optical neural networks☆268Apr 22, 2020Updated 5 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆14Feb 2, 2024Updated 2 years ago
- Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.☆108Apr 2, 2026Updated last week
- ☆16Apr 12, 2019Updated 6 years ago
- RCWA simulation of metasurface library☆10Jun 20, 2023Updated 2 years ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Mar 19, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Lensless imaging reconstruction code using Wirtinger gradient descent optimization☆20May 19, 2023Updated 2 years ago
- ☆44Mar 13, 2025Updated last year
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆26Jul 17, 2021Updated 4 years ago
- ☆22Aug 13, 2024Updated last year
- Python package for high-performance spatial light modulator (SLM) control and holography. Supports features from aberration-corrected 3D …☆157Updated this week
- ☆16May 3, 2021Updated 4 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆26Apr 8, 2023Updated 3 years ago