Shastri-Lab / DEAPLinks
A tool for mapping and simulating convolutions using ultrafast photonics
☆14Updated 6 years ago
Alternatives and similar repositories for DEAP
Users that are interested in DEAP are comparing it to the libraries listed below
Sorting:
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆53Updated 5 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆26Updated 4 years ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆89Updated 8 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆141Updated 3 years ago
- Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley☆87Updated 7 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆30Updated 10 months ago
- Code for "Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering" (C.C. Wanjura and F. Marquardt).☆11Updated last year
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆47Updated 2 years ago
- Silicon Photonics Design Tools.☆59Updated 2 months ago
- Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are s…☆12Updated 8 months ago
- Python based continuous adjoint optimization wrapper for Lumerical☆187Updated last year
- Use FDTD Solution of Lumericial to simulate the Topological Valley photon☆38Updated 4 years ago
- ☆20Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆45Updated last year
- ☆19Updated last year
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 4 years ago
- Optimization and inverse design of photonic crystals using deep reinforcement learning☆84Updated 2 years ago
- Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices☆173Updated 5 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆27Updated 8 years ago
- Textbook: Lukas Chrostowski, Michael Hochberg, "Silicon Photonics Design", Cambridge University Press 2015☆193Updated 9 months ago
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆69Updated 4 years ago
- RCWA with inherent automatic differentiation using TensorFlow☆51Updated 4 years ago
- hybrid optical electronic convolutional neural networks☆147Updated 6 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆116Updated 4 years ago
- Artifical Neural Networks for use with Quantum Photonics☆44Updated 2 weeks ago
- Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks☆83Updated 2 years ago
- Device control modules for an optical matrix-vector multiplier with a low photon count.☆13Updated 3 years ago
- Tools for modeling photonic beamsplitter mesh networks☆12Updated 8 months ago