Alternatives and similar repositories for D2NN

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

• cz4e / Lyn
  D2NN TRANNING SCRIPT
  ☆65Updated 6 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
• kaiifu / Diffractive-Neural-Networks
  ☆10Updated 5 years ago
• Loli-Eternally / D2NN-with-Pytorch
  Pytorch version of D2NN
  ☆77Updated last year
• haoyunliang / Optical-Neural-Network
  Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
  ☆109Updated 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
• sleepingcat42 / Diffractive-Deep-Neural-Network
  ☆14Updated 2 years ago
• airPeter / SmartGlass
  SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…
  ☆42Updated 2 years ago
• AHU-HoloLab / FDTD-Solutions-Script-Library
  FDTD Solutions Script Library for Metasurface Holographic (FSMH)
  ☆30Updated 4 years ago
• closest-git / ONNet
  Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation
  ☆133Updated 3 years ago
• nseungwoo / depolarized-holography
  Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)
  ☆13Updated last year
• abhishek-mall / CyclicalDL-PlasmonicDesign
  Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces
  ☆10Updated last year
• ZealBaba / GratingsWorld
  Inverse design of metasurface using Generative Adversarial Neural Network
  ☆10Updated 2 years ago
• pingyen0406 / MetaAtoms
  Generating metasurface layout and simulating metalens as the superposition of the point source
  ☆24Updated last year
• 5aistudy / Deep-learning-based-inverse-design-of-multi-functional-metasurface-absorbers
  ☆9Updated 11 months ago
• TjuMSDLResearchGroup / inverseDesign
  Code for inverse design of metasurface
  ☆13Updated last year
• jwhite510 / wavefront-sensor-neural-network
  neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern
  ☆19Updated 4 years ago
• tutuna / Diffractive-Deep-Neural-Networks
  Diffraction Deep Neural Networks(D2NN)
  ☆170Updated 2 years ago
• Luochenghuang / metabox
  A multi-scale differential optimization framework for diffractive optical systems.
  ☆45Updated last year
• yuanxy92 / DANTE
  Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"
  ☆12Updated last year
• Srilok / GA-for-inverse-design
  Inverse design of metasurface with non-local interations
  ☆38Updated last year
• penn-qel / metalens-fresnel
  ☆14Updated 6 years ago
• demroz / pinn-ms
  code for Large area optimization of meta-lens via data-free machine learning
  ☆20Updated last year
• hzzg0727 / Metasurface-Design
  Metasurface design workflow realized with Python (notebook) based on Lumerical FDTD.
  ☆17Updated last month
• 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…
  ☆42Updated last year
• SensongAn / Metasurface-mutual-coupling
  ☆14Updated 4 years ago
• isyiming / Gerchberg-Saxton-GS-algorithm
  GS算法得到图像相位
  ☆53Updated 7 years ago
• chengfanli / Metasurface-code-and-report
  2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu
  ☆13Updated 3 years ago
• bu-cisl / angular-spectrum
  A tidy MATLAB implementation of angular spectrum method to calculate beam propagation. Interesting examples included.
  ☆14Updated 2 years ago
• SensongAn / Meta-atoms-data-sharing
  ☆32Updated 4 years ago