mcmahon-lab / ONN-QAT-SQLLinks
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.
☆18Updated 3 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:
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆53Updated 5 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆80Updated 3 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Python☆24Updated last year
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 4 years ago
- ☆16Updated 2 years ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- Artifical Neural Networks for use with Quantum Photonics☆43Updated last month
- A collection of papers in the area of photonic design automation☆73Updated last year
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 4 years ago
- Silicon Photonics Design Tools.☆58Updated last month
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆27Updated last month
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆83Updated 2 years ago
- ☆20Updated 6 years ago
- A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…☆21Updated 2 years ago
- hybrid optical electronic convolutional neural networks☆146Updated 5 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆64Updated 3 months ago
- Collection of examples and tutorials for the Tidy3D solver by Flexcompute Inc☆38Updated this week
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆48Updated 2 years ago
- Neural Inverse Design of Nanostructures☆45Updated 2 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- Official implementation of Neural Lithography (SIGGRAPH Asia 2023)☆40Updated 7 months ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆140Updated 3 years ago
- ☆20Updated last year
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆30Updated 9 months ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆24Updated 3 years ago
- IPKISS is a parametric design framework focused (but not limited) to Photonic circuit design, originally constructed at Ghent University …☆28Updated 3 years ago
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆29Updated 7 months ago
- Code for "Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering" (C.C. Wanjura and F. Marquardt).☆11Updated last year