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.
☆19Jan 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
Sorting:
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆13Jan 31, 2022Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Sep 30, 2020Updated 5 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Aug 10, 2019Updated 6 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆145Feb 27, 2022Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆123Jun 26, 2021Updated 4 years ago
- ☆12Apr 17, 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 2 years ago
- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆44Nov 17, 2023Updated 2 years ago
- ☆16Aug 2, 2025Updated 7 months ago
- Aptech's E project☆16Feb 7, 2026Updated 3 weeks ago
- ☆11Oct 31, 2020Updated 5 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16May 22, 2024Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆40Dec 1, 2022Updated 3 years ago
- The Multi-Capacity and Multi-Level Localization Project tackles the complex problem of finding optimal locations for elements such as fac…☆14Aug 19, 2025Updated 6 months ago
- Photonics Guide☆21Jul 18, 2021Updated 4 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 2 years ago
- Flexible simulation package for optical neural networks☆266Apr 22, 2020Updated 5 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆51Jun 24, 2021Updated 4 years ago
- diffraction model-driven network for 4K computer-generated holography☆26Feb 22, 2024Updated 2 years ago
- Photonic circuit network simulator☆24Mar 5, 2023Updated 2 years ago
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆25Sep 16, 2021Updated 4 years ago
- ☆28Aug 11, 2024Updated last year
- DAG-based workflow engine for Android and low-resource environments, built for mobile-first automation..☆28Oct 17, 2025Updated 4 months ago
- bib-pm-front-app☆18Dec 7, 2025Updated 2 months ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆31Dec 29, 2019Updated 6 years ago
- Analog Computing chip Combining Electronics and Light (ACCEL)☆32Jul 22, 2023Updated 2 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆32Jan 16, 2025Updated last year
- The Berkeley Photonics Generator (BPG) is a Python framework that enables the generation and simulation of photonics layout☆37Aug 9, 2024Updated last year
- The purpose of CleanTown is to connect volunteers, organizations, and sponsors in coordinated garbage collection campaigns across Kenyan …☆15Jan 18, 2026Updated last month
- This module is a tool for calculating correlations such as Partial, Tetrachoric, Intraclass correlation coefficients, Bootstrap agreement…☆11Feb 16, 2026Updated 2 weeks ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆311Sep 30, 2024Updated last year
- Hyperdimensional computing for language recognition: Matlab and RTL implementations☆36Jan 28, 2017Updated 9 years ago
- MULTIMODE FABRY-PEROT LASER DIODES: MODELING AND SIMULATION OF MODE PARTITIONING NOISE IN FIBRE-OPTIC COMMUNICATION LINKS☆11Aug 1, 2021Updated 4 years ago
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆11Mar 3, 2024Updated last year
- Reference implementation of a simulator of multiple variants of the Coherent Ising Machine (CIM).☆39Sep 12, 2024Updated last year
- Fast path fuzzing for hidden web directories.☆19Aug 6, 2025Updated 6 months ago
- Pytorch version of D2NN☆108Jun 13, 2023Updated 2 years ago
- A PyTorch Library for Photonic AI Computing Model Training and Co-Design (NeurIPS'21)☆315Jan 13, 2026Updated last month
- This repository is designed to demonstrate programming paradigms using the Python language through example projects.☆14Jan 30, 2026Updated last month