qiyaoliang / Quantum-Deep-Learning
Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/projections. Often, the heart of these modern techniques utilize neural networks, which can be implemented with deep learning algorithms. In our neural network architecture, we embed a dynamically programmable quan…
☆32Updated 4 years ago
Alternatives and similar repositories for Quantum-Deep-Learning:
Users that are interested in Quantum-Deep-Learning are comparing it to the libraries listed below
- quantum convolutional neural network - simulations☆102Updated 5 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆74Updated 4 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆12Updated last year
- Exploring QCNNs for Classifying Phases of Matter☆49Updated last month
- A Quantum State Fidelity based Generative Adversarial Network☆18Updated 3 years ago
- Example of a Quantum LSTM☆91Updated 3 years ago
- The power of quantum neural networks☆52Updated 3 years ago
- ☆82Updated 2 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆76Updated last year
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆48Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆25Updated 3 years ago
- A step-by-step tutorial of QuantumFlow, using the MNIST sub-dataset {3,6} and the 16-2-2 neural network as an example.☆58Updated 2 years ago
- ☆16Updated 3 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆30Updated 2 years ago
- ☆24Updated 4 years ago
- ☆155Updated 2 years ago
- Code for implementing and experimenting with quantum algorithms☆69Updated last year
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆17Updated last year
- Classical-Quantum hybrid model for credit card fraud detection☆20Updated 3 years ago
- ☆38Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆32Updated last year
- Quantum Advantage Seeker with kernel☆34Updated 3 months ago
- We propose an quantum image processing platform covering various verticals such as weather forecasting. They all can be modeled using rec…☆15Updated 2 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 3 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆30Updated 3 months ago
- Final project for CS269Q at Stanford. Classical + Quantum hybrid image classifier☆10Updated 5 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆47Updated 4 years ago
- ☆10Updated 2 years ago