matthewyccheung / D2NNLinks
☆11Updated 4 years ago
Alternatives and similar repositories for D2NN
Users that are interested in D2NN are comparing it to the libraries listed below
Sorting:
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆110Updated 4 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- neural network trained to retrieve the amplitude and phase of objects by measurement of their diffraction pattern☆19Updated 4 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆135Updated 3 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆43Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆173Updated 2 years ago
- ☆11Updated 5 years ago
- Pytorch version of D2NN☆81Updated 2 years ago
- diffraction model-driven network for 4K computer-generated holography☆22Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆42Updated 2 months ago
- ☆14Updated 2 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 3 years ago
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆57Updated last year
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆43Updated 11 months ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- Compute the vectorial model of guided modes in an optical multimode fiber (MMF) and simulate fiber transmission in different representati…☆31Updated last year
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆22Updated last year
- Code for "Deep neural networks for classifying complex features in diffraction images", Zimmermann et al. (2019) (Phys. Rev. E 99, 063309…☆12Updated 6 years ago
- Compressive phase retrieval via constrained complex total variation regularization (CCTV)☆61Updated last year
- A tidy MATLAB implementation of angular spectrum method to calculate beam propagation. Interesting examples included.☆14Updated 2 years ago
- Lensless imaging reconstruction code using Wirtinger gradient descent optimization☆18Updated 2 years ago
- Online, recursive learning of the transmission matrix of dynamic scattering media with wavefront shaping☆16Updated 2 years ago
- MATLAB code for simulating creation and decryption of digital holograms and for performing double random phase encoding (DRPE) on digital…☆24Updated 6 years ago
- 相位恢复算法相关的几种 算法，包括角谱迭代算法，GS算法，TTIE强度方程恢复算法，以及算法的结合。☆31Updated last year