Kir7a / DNN
Optical diffraction neural network on PyTorch
☆29Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DNN
- ☆10Updated 4 years ago
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆32Updated last year
- 看過All-optical machine learning using diffractive deep neural networks論文,實現代碼☆25Updated 5 years ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆11Updated 7 months ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆92Updated 3 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆36Updated 5 years ago
- D2NN on Matlab Platform☆24Updated 2 years ago
- Pytorch version of D2NN☆53Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆30Updated last year
- Diffraction Deep Neural Networks(D2NN)☆121Updated 2 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆120Updated 2 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆14Updated 9 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆27Updated 3 years ago
- code for Large area optimization of meta-lens via data-free machine learning☆19Updated last year
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆26Updated 4 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆36Updated 7 months ago
- ☆11Updated last year
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 6 months ago
- ☆15Updated last year
- simple matlab function of angular spectrum method of fast calculation of diffraction with band limitation setting, zero padding setting a…☆13Updated 2 years ago
- ☆10Updated 2 years ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆20Updated 10 months ago
- ☆13Updated 5 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆16Updated 2 years ago
- ☆11Updated last year
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆49Updated 8 months ago