rishab-partha / Quantum-Optical-ConvNetLinks
A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing scripts that evaluate future feasibility.
☆13Updated 2 years ago
Alternatives and similar repositories for Quantum-Optical-ConvNet
Users that are interested in Quantum-Optical-ConvNet are comparing it to the libraries listed below
Sorting:
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆54Updated 5 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆144Updated 3 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆122Updated 4 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- D2NN TRANNING SCRIPT☆66Updated 6 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆25Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆48Updated 2 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years ago
- ☆14Updated 7 years ago
- Diffraction Deep Neural Networks(D2NN)☆212Updated 3 years ago
- ☆19Updated 2 years ago
- 2021 SJTU IPP Project, Metasurface, advised by Prof. Xuyang Lu☆13Updated 3 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆118Updated 3 weeks ago
- A simulation framework for unitary neural networks and photonic devices☆117Updated 4 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆51Updated 2 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆22Updated 4 years ago
- ☆11Updated 5 years ago
- ☆17Updated last year
- Inverse design of metasurface with non-local interations☆42Updated 2 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 7 years ago
- RCWA simulation of metasurface library☆10Updated 2 years ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆37Updated 4 years ago
- GAN-enabled metasuraface design☆66Updated 5 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated last year
- Generating metasurface layout and simulating metalens as the superposition of the point source☆27Updated 2 years ago
- ☆11Updated last year
- Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data☆70Updated 4 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆28Updated 7 years ago
- ☆16Updated 6 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆10Updated 3 years ago