mike-fang / imprecise_optical_neural_network
☆19Updated 6 years ago
Alternatives and similar repositories for imprecise_optical_neural_network
Users that are interested in imprecise_optical_neural_network are comparing it to the libraries listed below
Sorting:
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆46Updated 4 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆132Updated 3 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆33Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆42Updated 2 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆27Updated 3 years ago
- hybrid optical electronic convolutional neural networks☆141Updated 5 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆109Updated 3 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- ☆16Updated 4 months ago
- Diffractive optical neural network training with arbitrary spatial coherence.☆21Updated last year
- ☆15Updated last year
- D2NN TRANNING SCRIPT☆64Updated 6 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 3 years ago
- ☆14Updated 6 years ago
- ☆10Updated 5 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- Automated Metasurface Design by Machine Learning☆15Updated 4 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 5 months ago
- This is a Matlab library of functions to facilitate the design of Photonics Integrated Circuits GDS layout.☆85Updated 8 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆29Updated 4 months ago
- Neural Networks for Optical Inverse Design☆19Updated 7 years ago
- Design photonic integrated circuits with artificial neural networks☆18Updated 4 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆77Updated 2 years ago
- Artifical Neural Networks for use with Quantum Photonics☆42Updated last year
- Base repository for simulation and control of photonic devices☆12Updated 2 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
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago