riadibadulla / simulator
Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propagation of light in 4F device
☆23Updated last year
Alternatives and similar repositories for simulator:
Users that are interested in simulator are comparing it to the libraries listed below
- diffraction model-driven network for 4K computer-generated holography☆22Updated last year
- Optical diffraction neural network on PyTorch☆30Updated 2 years ago
- ☆10Updated 2 years ago
- ☆13Updated last year
- Source code for 'Depolarized Holography with Polarization-multiplexing Metasurface' (SIGGRAPH ASIA 2023)☆13Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 2 years ago
- High-speed computer-generated holography (CGH) using autoencoder-based deep neural network☆54Updated last year
- ☆10Updated 4 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆32Updated 2 years ago
- Code for inverse design of metasurface☆12Updated last year
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Diffraction model-informed neural network for unsupervised layer-based computer-generated holography☆20Updated 2 years ago
- Repository for "Multilevel Diffractive Optics Design".☆30Updated 4 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…☆38Updated last year
- A multi-scale differential optimization framework for diffractive optical systems.☆42Updated 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。☆26Updated last year
- A full software for the propagation of a wavefront phase in free space, assuming coherent illumination.☆25Updated 4 years ago
- Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent☆36Updated 8 months ago
- Generating metasurface layout and simulating metalens as the superposition of the point source☆25Updated last year
- Simple implementation of Gerchberg-Saxton algorithm☆17Updated 3 years ago
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- 计算机生成全息图(CGH)MATLAB函数库☆65Updated 4 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆131Updated 3 years ago
- Inverse design of metasurface with non-local interations☆37Updated last year
- The code repository for the 2023 ICCP Paper: Polarization Multi-Image Synthesis with Birefringent Metasurfaces☆15Updated last year
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆107Updated 3 years ago
- Computes intensity and OPD images from QLSI interferograms (Quadriwave Lateral Shearing Interferometry)☆18Updated last year
- code for Large area optimization of meta-lens via data-free machine learning☆20Updated last year