solgaardlab / neurophoxLinks
A simulation framework for unitary neural networks and photonic devices
☆112Updated 4 years ago
Alternatives and similar repositories for neurophox
Users that are interested in neurophox are comparing it to the libraries listed below
Sorting:
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆52Updated 4 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆170Updated 5 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆86Updated 6 years ago
- Silicon Photonics Design Tools.☆59Updated last week
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆183Updated last year
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆81Updated 3 years ago
- Flexible simulation package for optical neural networks☆246Updated 5 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆30Updated 8 months ago
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆26Updated last year
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆191Updated 7 months ago
- Photonic optimization library☆312Updated last year
- Artifical Neural Networks for use with Quantum Photonics☆44Updated 2 weeks ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆89Updated 8 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆137Updated 3 years ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆23Updated 3 years ago
- testbed problems for photonics optimization☆39Updated last year
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆44Updated last week
- Tools for modeling photonic beamsplitter mesh networks☆12Updated 6 months ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆63Updated 2 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆114Updated 5 years ago
- ☆20Updated 6 years ago
- Photonic circuit simulator☆46Updated 2 years ago
- Multi-GPU FDFD solver☆60Updated 3 years ago
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆11Updated 6 months ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 7 years ago