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:
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆115Updated 4 years ago
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆137Updated 3 years ago
- Supporting code for "End-to-end optical backpropagation for training neural networks".☆52Updated 4 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆12Updated 5 years ago
- D2NN TRANNING SCRIPT☆65Updated 6 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
- A simulation framework for unitary neural networks and photonic devices☆112Updated 4 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆36Updated 2 years ago
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆45Updated 2 years ago
- Diffraction Deep Neural Networks(D2NN)☆186Updated 2 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 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
- ☆14Updated 6 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆18Updated 3 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆21Updated 4 years ago
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆41Updated 6 years ago
- ☆16Updated 8 months ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆30Updated 5 years ago
- ☆11Updated 5 years ago
- Deep Learning for metasurface parameter optimization using tensorflow/keras☆108Updated last year
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆27Updated 6 years ago
- ☆15Updated 2 years ago
- (Non-official) Python simulation of the paper "All-optical machine learning using diffractive deep neural networks"☆16Updated last year
- hybrid optical electronic convolutional neural networks☆146Updated 5 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆12Updated last year
- Metamaterial lens shape discovery and optimization methods for the design of COPILOT optical instruments.☆16Updated 2 years ago
- A Python (v3.6.5) package that provides a set of basic functions commonly used in integrated photonics.☆30Updated 8 months ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Repository for "Multilevel Diffractive Optics Design".☆32Updated 9 months ago
- ☆20Updated 6 years ago