yuanxy92 / DANTE
Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"
☆12Updated last year
Alternatives and similar repositories for DANTE:
Users that are interested in DANTE are comparing it to the libraries listed below
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆38Updated 6 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆28Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- ☆10Updated 4 years ago
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆103Updated 3 years ago
- Pytorch version of D2NN☆63Updated last year
- Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact ful…☆16Updated 5 months ago
- diffraction model-driven network for 4K computer-generated holography☆21Updated 11 months ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆33Updated last year
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆51Updated 11 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆17Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆15Updated last year
- simple matlab function of angular spectrum method of fast calculation of diffraction with band limitation setting, zero padding setting a…☆15Updated 3 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆32Updated 7 months ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆14Updated 11 months ago
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- Code of "Sectional hologram reconstruction through complex deconvolution," Optics and Lasers in Engineering, 2019.☆14Updated last year
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 3 months ago
- ☆10Updated 2 years ago
- Code for the CVPR 2022 paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆23Updated 2 years ago
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 10 months ago
- Cyclical Deep Learning Implementation for Simultaneous Inverse and Forward Design of Nanophotonic Metasurfaces☆9Updated 10 months ago
- Diffraction model-informed neural network for unsupervised layer-based computer-generated holography☆19Updated last year