christorange / QC-CNN
Quantum-classical hybrid convolutional neural network for classical image classification
☆89Updated last year
Related projects ⓘ
Alternatives and complementary repositories for QC-CNN
- ☆22Updated 4 years ago
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- ☆75Updated 2 years ago
- Example of a Quantum LSTM☆85Updated 3 years ago
- A Quantum State Fidelity based Generative Adversarial Network☆16Updated 3 years ago
- Trainable convolution for quantum-classical hybrid algorithms☆11Updated last year
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- Quantum Convolutional Neural Network to classify esophagus cancer☆20Updated last year
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆33Updated 3 years ago
- quantum convolutional neural network - simulations☆96Updated 5 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆71Updated 3 years ago
- ☆10Updated 2 years ago
- Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokoso…☆12Updated 10 months ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago
- ☆140Updated 2 years ago
- ☆11Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- ☆35Updated 3 years ago
- The official source code for Linear-Layer-Enhanced Quantum Long Short-Term Memory (Quantum LSTM) for Carbon Price Forecasting.☆26Updated last month
- We implement a quantum-classical hybrid QLSTM model by incorporating quantum variational layers into the classical LSTM in order to impro…☆46Updated 2 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
- 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
- Quantum-enhanced transformer neural network☆113Updated 2 years ago
- ☆16Updated 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
- Classical-Quantum hybrid model for credit card fraud detection☆18Updated 2 years ago
- Repository for storing quantum computing algorithms.☆60Updated 4 years 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