Supporting code for "End-to-end optical backpropagation for training neural networks".
☆58Sep 30, 2020Updated 6 years ago
Alternatives and similar repositories for all-optical-neural-networks
Users that are interested in all-optical-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:
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆146Feb 27, 2022Updated 4 years ago
- hybrid optical electronic convolutional neural networks☆154Nov 11, 2019Updated 6 years ago
- Flexible simulation package for optical neural networks☆279Apr 22, 2020Updated 6 years ago
- Relevent code snippets for the digital optical neural network project in Dirk Englund's group☆22Mar 3, 2020Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆127Jun 26, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Diffractive optical neural network training with arbitrary spatial coherence.☆38Mar 12, 2024Updated 2 years ago
- ☆21Mar 3, 2019Updated 7 years ago
- A simulation framework for unitary neural networks and photonic devices☆133Apr 21, 2021Updated 5 years ago
- ☆14Dec 13, 2018Updated 7 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
- 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
- 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
- A tool for mapping and simulating convolutions using ultrafast photonics☆15Aug 10, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Pytorch version of D2NN☆119Jun 13, 2023Updated 3 years ago
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆15Jan 31, 2022Updated 4 years ago
- Implementation of a compact optical neural network SqueezeLight based on multi-operand micro-rings, DATE 2021☆15Oct 26, 2022Updated 4 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆19Feb 2, 2024Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆28Dec 28, 2021Updated 4 years ago
- ☆14Sep 5, 2022Updated 4 years ago
- Neural Networks for Optical Inverse Design☆23Sep 25, 2017Updated 9 years ago
- Analog Computing chip Combining Electronics and Light (ACCEL)☆33Jul 22, 2023Updated 3 years ago
- A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)☆332Jan 13, 2026Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for "Multilevel Diffractive Optics Design".☆33Nov 20, 2024Updated last year
- Instructional simulations of light propagation in two-dimensionally programmable waveguides.☆13Oct 4, 2025Updated last year
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆59Sep 14, 2023Updated 3 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
- Global optimization based on generative neural networks☆127Nov 17, 2022Updated 3 years ago
- Notebook examples for the neurophox repository☆20Dec 2, 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
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆18May 22, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A multi-scale differential optimization framework for diffractive optical systems.☆53Apr 1, 2024Updated 2 years ago
- ☆13Nov 9, 2015Updated 10 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆55Nov 24, 2023Updated 2 years ago
- OTSLM Toolbox for Structured Light Methods☆39Feb 1, 2024Updated 2 years ago
- Verilog-A implementation of MOSFET model BSIM4.8☆16Oct 4, 2019Updated 7 years ago
- ☆11Oct 31, 2020Updated 6 years ago
- ☆16Dec 26, 2021Updated 4 years ago