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.
☆12Updated 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:
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆133Updated 3 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆13Updated 5 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆49Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆109Updated 3 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- ☆10Updated 5 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆43Updated 2 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 2 years ago
- ☆19Updated 6 years ago
- ☆14Updated 6 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆14Updated last year
- ☆15Updated last year
- ☆16Updated 5 months 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
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- ☆14Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆170Updated 2 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆35Updated 2 years ago
- Code to reproduce results of the paper "Machine learning-based classification of vector vortex beams"☆24Updated 2 years ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆29Updated 5 years ago
- Simulation of the Freespace Optical Convolutional Neural Networks based on PyTorch. It uses Angular Spectrum method to simulate the propa…☆23Updated 2 years ago
- 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。☆30Updated last year
- Training neural networks for inverse design of nanophotonic gratings.☆14Updated 3 years ago
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆24Updated 3 years ago
- Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from curren…☆42Updated last year
- Diffractive optical neural network training with arbitrary spatial coherence.☆22Updated last year
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆30Updated 4 years ago