hybrid optical electronic convolutional neural networks
☆154Nov 11, 2019Updated 6 years ago
Alternatives and similar repositories for opticalCNN
Users that are interested in opticalCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆58Sep 30, 2020Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆127Jun 26, 2021Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 27, 2022Updated 4 years ago
- Flexible simulation package for optical neural networks☆279Apr 22, 2020Updated 6 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆15Aug 10, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆43Dec 1, 2022Updated 3 years ago
- Relevent code snippets for the digital optical neural network project in Dirk Englund's group☆22Mar 3, 2020Updated 6 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆21Jan 31, 2022Updated 4 years ago
- A simulation framework for unitary neural networks and photonic devices☆133Apr 21, 2021Updated 5 years ago
- Neural Networks for Optical Inverse Design☆23Sep 25, 2017Updated 9 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆38Mar 12, 2024Updated 2 years ago
- ☆21Mar 3, 2019Updated 7 years ago
- Diffraction Deep Neural Networks(D2NN)☆247Oct 29, 2022Updated 4 years ago
- D2NN TRANNING SCRIPT☆64Feb 27, 2019Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 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…☆122Jul 3, 2025Updated last year
- Pytorch version of D2NN☆119Jun 13, 2023Updated 3 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 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
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48May 8, 2023Updated 3 years ago
- ☆154May 4, 2021Updated 5 years ago
- ☆11Oct 31, 2020Updated 6 years ago
- [CVPR 2022] Code for the paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆16Oct 6, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Implementation of the Paper "Learned Large Field-of-view Imaging Through Thin Plate Optics"☆39Jan 21, 2020Updated 6 years ago
- ☆32Apr 15, 2024Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 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 7 years ago
- ☆13Nov 9, 2015Updated 10 years ago
- A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing script…☆14Apr 11, 2023Updated 3 years ago
- Artifical Neural Networks for use with Quantum Photonics☆55Feb 5, 2026Updated 8 months ago
- ☆14Dec 13, 2018Updated 7 years ago
- Optical bench simulation code for analyzing the Fresnel Incoherent Holography (FINCH) setup.☆10Jun 2, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Design photonic integrated circuits with artificial neural networks☆19Sep 8, 2020Updated 6 years ago
- This repository contains data and codes that support the plots and RC simulations within the paper.☆13Apr 27, 2024Updated 2 years ago
- ☆21May 23, 2023Updated 3 years ago
- A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)☆332Jan 13, 2026Updated 9 months ago
- Implementation of model-free computational optics to a wide range of tasks.☆20Jun 8, 2026Updated 4 months ago
- X-ray diffraction denoising using deep convolutional neural networks☆15Mar 14, 2024Updated 2 years ago
- Here, we use Deep SHAP (or SHAP) to explain the behavior of nanophotonic structures learned by a convolutional neural network (CNN). Refe…☆22May 7, 2022Updated 4 years ago