matthewyccheung / D2NN
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for D2NN
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆92Updated 3 years ago
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆120Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆36Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆25Updated 5 years ago
- D2NN on Matlab Platform☆24Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆121Updated 2 years ago
- Optical diffraction neural network on PyTorch☆29Updated last year
- ☆10Updated 4 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
- Pytorch version of D2NN☆53Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆30Updated last year
- ☆11Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆11Updated 7 months ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated last year
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆16Updated 2 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆26Updated 4 years ago
- PyTorch implementation of tandem neural networks.☆18Updated 3 years ago
- diffraction model-driven network for 4K computer-generated holography☆21Updated 8 months ago
- ☆15Updated last year
- GS算法得到图像相位☆44Updated 6 years ago
- Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309…☆13Updated 5 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆27Updated 3 years ago
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆49Updated 8 months ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆39Updated 4 years ago
- ☆10Updated 2 years ago
- Diffraction model-informed neural network for unsupervised layer-based computer-generated holography☆19Updated last year
- Simple implementation of Gerchberg-Saxton algorithm☆16Updated 3 years ago
- 🎞数字全息术与计算机生成全息的计算与仿真框架【This library introduces the current production process of computer holography, and uses MATLAB and Python to reco…☆129Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆19Updated last year