Alternatives and similar repositories for all-optical-neural-networks:

Users that are interested in all-optical-neural-networks are comparing it to the libraries listed below

• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆132Updated 3 years ago
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆107Updated 3 years ago
• cz4e / Lyn
  D2NN TRANNING SCRIPT
  ☆64Updated 6 years ago
• shlizee / OpticalNN
  ☆14Updated 6 years ago
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆40Updated 2 years ago
• kaiifu / Diffractive-Neural-Networks
  ☆10Updated 5 years ago
• MatthewFilipovich / diffractive-optical-neural-networks-with-coherence
  Diffractive optical neural network training with arbitrary spatial coherence.
  ☆20Updated last year
• mcmahon-lab / Image-sensing-with-multilayer-nonlinear-optical-neural-networks
  Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations
  ☆32Updated 2 years ago
• solgaardlab / neurophox
  A simulation framework for unitary neural networks and photonic devices
  ☆108Updated 4 years ago
• cz4e / All-optical-machine-learning-using-diffractive-deep-neural-networks
  看過All-optical machine learning using diffractive deep neural networks論文，實現代碼
  ☆27Updated 6 years ago
• sleepingcat42 / Diffractive-Deep-Neural-Network
  ☆13Updated last year
• Loli-Eternally / D2NN-with-Pytorch
  Pytorch version of D2NN
  ☆74Updated last year
• Shastri-Lab / DEAP
  A tool for mapping and simulating convolutions using ultrafast photonics
  ☆13Updated 5 years ago
• THPCILab / DAT_MPNN
  ☆16Updated 4 months ago
• airPeter / Meta_SCMT
  Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…
  ☆43Updated last year
• lightridge / lightridge
  ☆15Updated last year
• fidelcanor / OpticsNN
  Neural Networks for Optical Inverse Design
  ☆19Updated 7 years ago
• tutuna / Diffractive-Deep-Neural-Networks
  Diffraction Deep Neural Networks(D2NN)
  ☆163Updated 2 years ago
• feng-spinning / onn-simulation
  A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…
  ☆41Updated 3 weeks ago
• flexcompute / metalens
  Simulation and optimization of dielectric metalens with Tidy3D
  ☆28Updated 3 years ago
• dnrobin / awg-matlab
  Arrayed Waveguide Grating (AWG) model and simulation in Matlab
  ☆21Updated 3 years ago
• 0ce38a2b / D2NN
  (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"
  ☆14Updated 11 months ago
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆14Updated 3 years ago
• jonfanlab / waveynet
  A hybrid data- and physics-augmented CNN that predicts EM field distributions with ultrafast speed and high accuracy for entire classes o…
  ☆19Updated 2 years ago
• complexphoton / metalens_inverse_design
  ☆19Updated 8 months ago
• UCLACOMPSCI / Image-Classification
  Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.
  ☆40Updated 6 years ago
• twhughes / PhD_Thesis
  Adjoint-based optimization and inverse design of photonic devices.
  ☆12Updated 5 years ago
• penn-qel / metalens-fresnel
  ☆14Updated 6 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆98Updated last year
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆30Updated 4 years ago