haoyunliang / Optical-Neural-Network
Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .
☆103Updated 3 years ago
Alternatives and similar repositories for Optical-Neural-Network:
Users that are interested in Optical-Neural-Network are comparing it to the libraries listed below
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆127Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆147Updated 2 years ago
- Pytorch version of D2NN☆63Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆38Updated 6 years ago
- ☆10Updated 4 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
- Diffractive optical neural network training with arbitrary spatial coherence.☆14Updated 11 months ago
- ☆16Updated last month
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆31Updated 2 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- ☆13Updated last year
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆43Updated 4 years ago
- ☆11Updated 4 years ago
- ☆11Updated 6 years ago
- A program using pytorch to simulate diffracive deep nerual network (D2NN), containing updates (relative to the original paper) of incoher…☆34Updated 4 months 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
- A multi-scale differential optimization framework for diffractive optical systems.☆40Updated 10 months ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆28Updated 3 years ago
- ☆13Updated 6 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆43Updated last year
- 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。☆24Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆17Updated last year
- 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
- Generating metasurface layout and simulating metalens as the superposition of the point source☆24Updated last year
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆32Updated 7 months ago