rishab-partha / Quantum-Optical-ConvNet
A repository for the 10th Grade Research Project Constructing a Quantum Optical Convolutional Neural Network (QOCNN) and providing scripts that evaluate future feasibility.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Quantum-Optical-ConvNet
- SmartGlass (SG) is a python implementation of a diffractive optical neural network. Currently, it supports training an all-optical classi…☆32Updated last year
- Optical Neural Networks on PyTorch. diffractive propagation, nonlinear-photonic-activation☆121Updated 2 years ago
- D2NN TRANNING SCRIPT☆60Updated 5 years ago
- Implementation of discrete version of GS-algorithm for metasurface holography☆13Updated 4 years ago
- Pytorch Unofficial implement of paper "All optical machine learning using diffractive deep neural networks" .☆94Updated 3 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".☆39Updated 4 years ago
- Optical diffraction neural network on PyTorch☆29Updated last year
- ☆10Updated 4 years ago
- Arrayed Waveguide Grating (AWG) model and simulation in Matlab☆17Updated 3 years ago
- unofficial python version of holoencoder (from "High-speed computer-generated holography using an autoencoder-based deep neural network"…☆16Updated 2 years ago
- ☆13Updated 5 years ago
- Simulation and optimization of dielectric metalens with Tidy3D☆25Updated 3 years ago
- Implementation of image sensing using a 2-layer optical neural network with optical-to-optical nonlinear activations☆30Updated last year
- Diffractive Deep Neural Network. Image classification of Fashion-MNIST dataset using Python 3.6 and Tensorflow.☆36Updated 5 years ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 2 years ago
- ☆20Updated 5 years ago
- ☆13Updated 7 months ago
- FDTD Solutions Script Library for Metasurface Holographic (FSMH)☆27Updated 3 years ago
- 看過All-optical machine learning using diffractive deep neural networks論文，實現代碼☆25Updated 5 years ago
- ☆27Updated 3 years ago
- Inverse design of metasurface using Generative Adversarial Neural Network☆11Updated 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…☆41Updated 11 months ago
- This code is for paper "Multiple-image encryption and hiding with an optical diffractive neural network"☆26Updated 4 years ago
- Implementation of Manuscript "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning"☆11Updated last year
- ☆11Updated last year
- ☆15Updated last year
- A simulation framework for unitary neural networks and photonic devices☆102Updated 3 years ago
- Automated Metasurface Design by Machine Learning☆14Updated 3 years ago