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.
☆21Jan 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:
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆15Jan 31, 2022Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Aug 10, 2019Updated 7 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆58Sep 30, 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
- A simulation framework for unitary neural networks and photonic devices☆131Apr 21, 2021Updated 5 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.
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆18May 22, 2024Updated 2 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆127Jun 26, 2021Updated 5 years ago
- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆46Nov 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
- 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
- Flexible simulation package for optical neural networks☆279Apr 22, 2020Updated 6 years ago
- diffraction model-driven network for 4K computer-generated holography☆27Sep 9, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆11Mar 3, 2024Updated 2 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆37Mar 12, 2024Updated 2 years ago
- Photonic circuit network simulator☆28Sep 26, 2026Updated 2 weeks ago
- Analog Computing chip Combining Electronics and Light (ACCEL)☆33Jul 22, 2023Updated 3 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆53Jun 24, 2021Updated 5 years ago
- ☆15Aug 2, 2025Updated last year
- OTSLM Toolbox for Structured Light Methods☆39Feb 1, 2024Updated 2 years ago
- Machine learning-guided synthesis of advanced inorganic materials☆10Oct 15, 2019Updated 6 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☆14Updated this week
- Pytorch version of D2NN☆117Jun 13, 2023Updated 3 years ago
- MULTIMODE FABRY-PEROT LASER DIODES: MODELING AND SIMULATION OF MODE PARTITIONING NOISE IN FIBRE-OPTIC COMMUNICATION LINKS☆11Aug 1, 2021Updated 5 years ago
- ☆28Aug 11, 2024Updated 2 years ago
- Photonics Guide☆26Jul 18, 2021Updated 5 years ago
- A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)☆329Jan 13, 2026Updated 8 months ago
- Software to control a spatial light modulator in a cross-polarization setup, implemented in MATLAB.☆11Dec 5, 2014Updated 11 years ago
- JS 2D colormap to color encode scatterplots☆14Oct 13, 2017Updated 8 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆42Dec 21, 2018Updated 7 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.
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11May 6, 2026Updated 5 months ago
- Our implementation of Shampoo optimizer based on https://arxiv.org/pdf/1802.09568.pdf☆13Dec 23, 2019Updated 6 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".☆16Oct 6, 2022Updated 4 years ago
- Software for interfacing with Qontrol hardware.☆11Jun 11, 2024Updated 2 years ago
- A simulator for photonic integrated circuits.☆173Oct 3, 2026Updated last week
- Deep neural network for handling MNIST image recognition☆14Feb 13, 2016Updated 10 years ago