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…
☆33Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Quantum-Deep-Learning
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- A Quantum State Fidelity based Generative Adversarial Network☆16Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆69Updated 3 years ago
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆46Updated 2 years ago
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- Example of a Quantum LSTM☆84Updated 3 years ago
- ☆71Updated 2 years ago
- ☆35Updated 3 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 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
- A step-by-step tutorial of QuantumFlow, using the MNIST sub-dataset {3,6} and the 16-2-2 neural network as an example.☆57Updated 2 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆31Updated 2 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆56Updated 3 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 2 years ago
- Code for implementing and experimenting with quantum algorithms☆66Updated last year
- ☆16Updated 2 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆27Updated 2 weeks ago
- The Qiskit Hackathon Barcelona is an immersive competition featuring live engagement, teamwork, and mentorship by expert researchers, dev…☆20Updated last year
- Quantum Advantage Seeker with kernel☆32Updated last week
- ☆136Updated 2 years ago
- ☆13Updated 4 years ago
- QHack 2023☆69Updated 9 months ago
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆16Updated last year
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago
- MNISQ circuit dataset for machine learning and quantum machine learning☆25Updated 5 months ago
- ☆10Updated 2 years ago