fancompute / neuropticaLinks
Flexible simulation package for optical neural networks
☆239Updated 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☆109Updated 4 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆164Updated 5 years ago
- hybrid optical electronic convolutional neural networks☆142Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆135Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- Simulations of photonic quantum programmable gate arrays☆107Updated 4 years ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆112Updated 5 years ago
- ☆19Updated 6 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆22Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆43Updated 2 years ago
- Python based continuous adjoint optimization wrapper for Lumerical☆180Updated last year
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 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
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Global optimization based on generative neural networks☆110Updated 2 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- 🌱 Guided-mode expansion of photonic crystal slabs☆124Updated 4 months ago
- Supplementary Material for "Neuromorphic Silicon Photonics"☆10Updated 8 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆22Updated 3 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆86Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- ☆16Updated 6 months ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 3 years ago
- Electromagnetic Simulation + Automatic Differentiation☆367Updated last year
- DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may b…☆77Updated 3 months ago
- A suite of photonic inverse design challenge problems for topology optimization benchmarking☆109Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- Multi-GPU FDFD solver☆59Updated 3 years ago
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆179Updated 4 months ago
- Objective-first approach to nanophotonic design, implemented in Matlab☆32Updated 6 years ago