Alternatives and similar repositories for D2NN-with-Pytorch

Users that are interested in D2NN-with-Pytorch are comparing it to the libraries listed below

• tutuna / Diffractive-Deep-Neural-Networks
  Diffraction Deep Neural Networks(D2NN)
  ☆186Updated 2 years ago
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆115Updated 4 years ago
• cz4e / Lyn
  D2NN TRANNING SCRIPT
  ☆66Updated 6 years ago
• yuanxy92 / DANTE
  Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"
  ☆12Updated last year
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆45Updated 2 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
• 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
  ☆37Updated 2 years ago
• szgy66 / code
  This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"
  ☆30Updated 5 years ago
• kaiifu / Diffractive-Neural-Networks
  ☆11Updated 5 years ago
• abhishek-mall / CyclicalDL-PlasmonicDesign
  Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces
  ☆13Updated last year
• THUHoloLab / Optimization_algorithms_for_CGH
  Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent
  ☆46Updated last year
• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆139Updated 3 years ago
• awsomecat / Diffractive-Deep-Neural-Network
  ☆15Updated 2 years ago
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆35Updated 4 years ago
• HIT-LZG-GROUP / DeepLearning-metasurface-paper
  深度学习加超表面文献
  ☆31Updated 3 years ago
• UCLACOMPSCI / Image-Classification
  Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.
  ☆41Updated 6 years ago
• 0ce38a2b / D2NN
  (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"
  ☆16Updated last year
• feng-spinning / onn-simulation
  A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…
  ☆46Updated 5 months ago
• pingyen0406 / PY_S4
  RCWA simulation of metasurface library
  ☆11Updated 2 years ago
• hao-focus / ModelForOAMLight
  ☆10Updated 3 years ago
• TjuMSDLResearchGroup / inverseDesign
  Code for inverse design of metasurface
  ☆17Updated last year
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆26Updated last year
• ZealBaba / GratingsWorld
  Inverse design of metasurface using Generative Adversarial Neural Network
  ☆10Updated 3 years ago
• THPCILab / DAT_MPNN
  ☆16Updated 9 months ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆24Updated last year
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆11Updated last year
• DeanHazineh / Multi-Image-Synthesis
  The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces
  ☆15Updated last year
• zameerbharwani / Deep-Learning-for-Metasurface-Optimization
  Deep Learning for metasurface parameter optimization using tensorflow/keras
  ☆109Updated last year
• nseungwoo / depolarized-holography
  Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)
  ☆14Updated last year
• flyingwolfz / angular-spectrum-method
  simple matlab function of angular spectrum method of fast calculation of diffraction with band limitation setting, zero padding setting a…
  ☆19Updated 3 years ago