Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
☆149Feb 27, 2022Updated 4 years ago
Alternatives and similar repositories for ONNet
Users that are interested in ONNet 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 Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆127Jun 26, 2021Updated 4 years ago
- D2NN TRANNING SCRIPT☆64Feb 27, 2019Updated 7 years ago
- Diffraction Deep Neural Networks(D2NN)☆231Oct 29, 2022Updated 3 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆57Sep 30, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Apr 17, 2020Updated 6 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆33Mar 12, 2024Updated 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
- ☆20May 23, 2023Updated 3 years ago
- hybrid optical electronic convolutional neural networks☆154Nov 11, 2019Updated 6 years ago
- ☆11Oct 31, 2020Updated 5 years ago
- Pytorch version of D2NN☆113Jun 13, 2023Updated 2 years ago
- A simulation framework for unitary neural networks and photonic devices☆128Apr 21, 2021Updated 5 years ago
- ☆21Mar 3, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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
- Flexible simulation package for optical neural networks☆274Apr 22, 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
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 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
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆43Dec 1, 2022Updated 3 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11May 6, 2026Updated last month
- ☆12Nov 7, 2018Updated 7 years ago
- Neural Networks for Optical Inverse Design☆23Sep 25, 2017Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆14Dec 13, 2018Updated 7 years ago
- Artifical Neural Networks for use with Quantum Photonics☆53Feb 5, 2026Updated 4 months ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆67Apr 10, 2025Updated last year
- Relevent code snippets for the digital optical neural network project in Dirk Englund's group☆22Mar 3, 2020Updated 6 years ago
- ☆28Apr 15, 2024Updated 2 years ago
- Design photonic integrated circuits with artificial neural networks☆19Sep 8, 2020Updated 5 years ago
- A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing script…☆13Apr 11, 2023Updated 3 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Aug 10, 2019Updated 6 years ago
- ☆17Dec 22, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆27Apr 8, 2023Updated 3 years ago
- Code to reproduce results of the paper "Machine learning-based classification of vector vortex beams"☆25Dec 8, 2022Updated 3 years ago
- X-ray diffraction denoising using deep convolutional neural networks☆15Mar 14, 2024Updated 2 years ago
- Matlab implementations of Laguerre-Gaussian Vortex Beams☆24Aug 30, 2018Updated 7 years ago
- Implementation of model-free computational optics to a wide range of tasks.☆19Oct 21, 2024Updated last year
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆21Jun 22, 2022Updated 3 years ago
- ☆13Sep 5, 2022Updated 3 years ago