solgaardlab / neurophox
A simulation framework for unitary neural networks and photonic devices
☆102Updated 3 years ago
Alternatives and similar repositories for neurophox:
Users that are interested in neurophox are comparing it to the libraries listed below
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆41Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- ☆19Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆124Updated 2 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆22Updated 9 months ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆70Updated 2 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆19Updated 3 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆158Updated 5 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆28Updated this week
- Flexible simulation package for optical neural networks☆223Updated 4 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆80Updated 6 years ago
- Tools for modeling photonic beamsplitter mesh networks☆12Updated 5 months ago
- ☆16Updated 3 weeks ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- Supplementary Material for "Neuromorphic Silicon Photonics"☆10Updated 7 years ago
- Python package used for the simulation of optical neural networks☆14Updated 3 months ago
- 📐 Workshop material for optical inverse design and automatic differentiation☆98Updated 4 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆23Updated 7 years ago
- Artifical Neural Networks for use with Quantum Photonics☆38Updated 9 months ago
- Silicon Photonics Design Tools.☆51Updated last month
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- Artificial nanofabrication of integrated photonic circuits using deep learning☆48Updated this week
- Base repository for simulation and control of photonic devices☆12Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆63Updated last year
- ☆13Updated 6 years ago
- A collection of Python scripts designed to interface with the Lumerical Design Suite.☆32Updated last month
- Multi-GPU FDFD solver☆57Updated 2 years ago