Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulating neural network performance under shot noise.
☆20Jan 31, 2022Updated 4 years ago
Alternatives and similar repositories for ONN-QAT-SQL
Users that are interested in ONN-QAT-SQL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Aug 10, 2019Updated 6 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆58Sep 30, 2020Updated 5 years ago
- Relevent code snippets for the digital optical neural network project in Dirk Englund's group☆22Mar 3, 2020Updated 6 years ago
- ☆10Apr 17, 2020Updated 6 years ago
- A simulation framework for unitary neural networks and photonic devices☆128Apr 21, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆17May 22, 2024Updated 2 years ago
- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆45Nov 17, 2023Updated 2 years ago
- ☆18Dec 22, 2024Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆43Dec 1, 2022Updated 3 years ago
- hybrid optical electronic convolutional neural networks☆154Nov 11, 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
- Flexible simulation package for optical neural networks☆273Apr 22, 2020Updated 6 years ago
- diffraction model-driven network for 4K computer-generated holography☆26Apr 7, 2026Updated 3 months ago
- ☆11Oct 31, 2020Updated 5 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.
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆11Mar 3, 2024Updated 2 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆316Sep 30, 2024Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆35Mar 12, 2024Updated 2 years ago
- The Multi-Capacity and Multi-Level Localization Project tackles the complex problem of finding optimal locations for elements such as fac…☆13Aug 19, 2025Updated 11 months ago
- Analog Computing chip Combining Electronics and Light (ACCEL)☆33Jul 22, 2023Updated 2 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆14Aug 1, 2021Updated 4 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆51Jun 24, 2021Updated 5 years ago
- ☆15Aug 2, 2025Updated 11 months ago
- OTSLM Toolbox for Structured Light Methods☆37Feb 1, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Gaussian Noise Model for optical feasibility simulation☆14Jul 9, 2026Updated last week
- Machine learning-guided synthesis of advanced inorganic materials☆10Oct 15, 2019Updated 6 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Nov 20, 2024Updated last year
- Photonics Guide☆24Jul 18, 2021Updated 5 years ago
- A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)☆321Jan 13, 2026Updated 6 months ago
- Software to control a spatial light modulator in a cross-polarization setup, implemented in MATLAB.☆11Dec 5, 2014Updated 11 years ago
- Python code for electron beam lithography proximity correction.☆23Oct 30, 2018Updated 7 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 years ago
- Base repository for simulation and control of photonic devices☆12Feb 7, 2023Updated 3 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.
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11May 6, 2026Updated 2 months ago
- ☆13Nov 9, 2015Updated 10 years ago
- Accompanying code of paper "On Recurrent Neural Networks for Sequence-based Processing in Communications" by Daniel Tandler, Sebastian Dö…☆10Jun 17, 2022Updated 4 years ago
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Apr 5, 2021Updated 5 years ago
- Adaptive Optics Control Computation Engine (AOCCE)☆11Oct 1, 2017Updated 8 years ago
- A convolutional neural network (CNN or ConvNet) is one of the most popular algorithms for deep learning, a type of machine learning in wh…☆15Jun 13, 2020Updated 6 years ago
- [CVPR 2022] Code for the paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆15Oct 6, 2022Updated 3 years ago