LIU-Yinyi / Photonic-Neural-NetworksLinks
Tutorials and code collections of my publications associated with photonic neural networks.
☆23Updated 3 years ago
Alternatives and similar repositories for Photonic-Neural-Networks
Users that are interested in Photonic-Neural-Networks are comparing it to the libraries listed below
Sorting:
- A simulation framework for unitary neural networks and photonic devices☆112Updated 4 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆81Updated 3 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆30Updated 8 months ago
- Silicon Photonics Design Tools.☆59Updated 2 weeks ago
- A collection of papers in the area of photonic design automation☆72Updated last year
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆191Updated 7 months ago
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆26Updated last year
- Artificial nanofabrication of integrated photonic circuits using deep learning☆63Updated 2 months ago
- Artifical Neural Networks for use with Quantum Photonics☆44Updated 2 weeks ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Tools for modeling photonic beamsplitter mesh networks☆12Updated 6 months ago
- Package for KLayout to add integrated optics / silicon photonics functionality (waveguides, netlist extraction, circuit simulations, etc)☆221Updated 3 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆52Updated 4 years ago
- A simulator for photonic integrated circuits.☆142Updated 2 weeks ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 4 years ago
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Updated 4 years ago
- Github repository to share some insights about lithography simulation.☆115Updated 3 years ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆89Updated 8 years ago
- Supplementary Material for "Neuromorphic Silicon Photonics"☆10Updated 8 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆11Updated 11 months ago
- Photonic circuit simulator☆46Updated 2 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆27Updated 8 years ago
- Prediction of fabrication variations in integrated photonic devices using deep learning☆30Updated 2 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆86Updated 6 years ago
- Fast, scalable, accessible photonic simulation☆143Updated 7 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 6 months ago
- ☆21Updated last year
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- SiEPIC EBeam PDK & Library, for SiEPIC-Tools and KLayout☆22Updated 11 months ago