fancompute / neuroptica
Flexible simulation package for optical neural networks
☆235Updated 5 years ago
Alternatives and similar repositories for neuroptica
Users that are interested in neuroptica are comparing it to the libraries listed below
Sorting:
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆161Updated 5 years ago
- Simulations of photonic quantum programmable gate arrays☆106Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆107Updated 5 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆46Updated 4 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆132Updated 3 years ago
- hybrid optical electronic convolutional neural networks☆142Updated 5 years ago
- Electromagnetic Simulation + Automatic Differentiation☆358Updated last year
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆122Updated 3 months ago
- Python based continuous adjoint optimization wrapper for Lumerical☆174Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆21Updated last year
- Photonic optimization library☆304Updated last year
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆84Updated 6 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆42Updated 2 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Multi-GPU FDFD solver☆59Updated 2 years ago
- Photonic circuit simulator☆45Updated 2 years ago
- ☆19Updated 6 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆77Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆20Updated 3 years ago
- Global optimization based on generative neural networks☆108Updated 2 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆79Updated 2 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Fast, scalable, accessible photonic simulation☆128Updated 3 months ago
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆177Updated 3 months ago
- Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc☆147Updated last year
- Photonic mode solver with a simple interface.☆83Updated 2 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆40Updated 2 months ago
- 🌊 Numerically solving and backpropagating through the wave equation☆530Updated 5 years ago