solgaardlab / neurophoxLinks
A simulation framework for unitary neural networks and photonic devices
☆108Updated 4 years ago
Alternatives and similar repositories for neurophox
Users that are interested in neurophox are comparing it to the libraries listed below
Sorting:
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- 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…☆79Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆21Updated 3 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆133Updated 3 years ago
- ☆19Updated 6 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆163Updated 5 years ago
- Flexible simulation package for optical neural networks☆237Updated 5 years ago
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆26Updated last year
- Supplementary Material for "Neuromorphic Silicon Photonics"☆10Updated 8 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆29Updated 4 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆111Updated 5 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆42Updated 2 months ago
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆86Updated 6 years ago
- ☆16Updated 5 months ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆60Updated 2 months ago
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆178Updated 4 months ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆79Updated 2 years ago
- Silicon Photonics Design Tools.☆58Updated 4 months ago
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆11Updated 2 months ago
- Tools for modeling photonic beamsplitter mesh networks☆12Updated 3 months ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- testbed problems for photonics optimization☆38Updated 11 months ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆34Updated 2 years ago
- Artifical Neural Networks for use with Quantum Photonics☆42Updated last year
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 3 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
- Multi-GPU FDFD solver☆59Updated 3 years ago