tomdbar / all-optical-neural-networks

Related projects ⓘ

Alternatives and complementary repositories for all-optical-neural-networks

• shlizee / OpticalNN
  ☆13Updated 5 years ago
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆32Updated last year
• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆121Updated 2 years ago
• kaiifu / Diffractive-Neural-Networks
  ☆10Updated 4 years ago
• MatthewFilipovich / diffractive-optical-neural-networks-with-coherence
  Diffractive optical neural network training with arbitrary spatial coherence.
  ☆12Updated 8 months ago
• cz4e / Lyn
  D2NN TRANNING SCRIPT
  ☆60Updated 5 years ago
• solgaardlab / neurophox
  A simulation framework for unitary neural networks and photonic devices
  ☆102Updated 3 years ago
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆94Updated 3 years ago
• 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
  ☆30Updated last year
• flexcompute / metalens
  Simulation and optimization of dielectric metalens with Tidy3D
  ☆25Updated 3 years ago
• Shastri-Lab / DEAP
  A tool for mapping and simulating convolutions using ultrafast photonics
  ☆13Updated 5 years ago
• dnrobin / awg-matlab
  Arrayed Waveguide Grating (AWG) model and simulation in Matlab
  ☆17Updated 3 years ago
• THPCILab / DAT_MPNN
  ☆15Updated last year
• FiodarM / InvDesignNet
  Training neural networks for inverse design of nanophotonic gratings.
  ☆14Updated 2 years ago
• Kir7a / DNN
  Optical diffraction neural network on PyTorch
  ☆29Updated last year
• chriskeraly / BerkeleyPhotonicInverseDesign
  Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley
  ☆77Updated 6 years 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…
  ☆41Updated 11 months ago
• Luochenghuang / metabox
  A multi-scale differential optimization framework for diffractive optical systems.
  ☆38Updated 7 months ago
• mike-fang / imprecise_optical_neural_network
  ☆20Updated 5 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆19Updated last year
• complexphoton / metalens_inverse_design
  ☆16Updated 2 months 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
• scolburn54 / rcwa_tf
  RCWA with inherent automatic differentiation using TensorFlow
  ☆42Updated 3 years ago
• DianjingLiu / inverse_design
  ☆27Updated 3 years ago
• Loli-Eternally / D2NN-with-Pytorch
  Pytorch version of D2NN
  ☆53Updated last year
• jameclear / MENP
  Multipole Expansion for NanoPhotoncis
  ☆13Updated 3 years ago
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆79Updated last year
• DeanHazineh / DFlat-tensorflow
  (Tensorflow Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasu…
  ☆76Updated 9 months ago
• Sourangsu / Multilevel-Diffractive-Optics-Design
  Repository for "Multilevel Diffractive Optics Design".
  ☆30Updated 6 months ago