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" .☆94Updated 3 years ago
- D2NN TRANNING SCRIPT☆60Updated 5 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
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆121Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆124Updated 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
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆26Updated 4 years ago
- ☆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
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated last year
- diffraction model-driven network for 4K computer-generated holography☆21Updated 9 months ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆30Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆12Updated 8 months ago
- ☆10Updated 2 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆27Updated 4 months ago
- MATLAB code for simulating creation and decryption of digital holograms and for performing double random phase encoding (DRPE) on digital…☆20Updated 5 years ago
- PyTorch implementation of tandem neural networks.☆18Updated 3 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
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆49Updated 8 months ago
- Code for the CVPR 2022 paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆23Updated 2 years ago
- Simple implementation of Gerchberg-Saxton algorithm☆16Updated 3 years ago
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆22Updated 3 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆27Updated 3 years ago
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆12Updated 9 months ago
- ☆15Updated last year