amacaluso / Quantum-Single-Layer-Perceptron
This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, Quantum Computing track.
☆14Updated 2 years ago
Alternatives and similar repositories for Quantum-Single-Layer-Perceptron:
Users that are interested in Quantum-Single-Layer-Perceptron are comparing it to the libraries listed below
- Application of Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimisation Algorithm (QAOA) to the Travelling Salesman Pro…☆16Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆79Updated last year
- Classifying, auto-encoding and reverse-engineering QUBO matrices☆52Updated 3 years ago
- A style-based Quantum Generative Adversarial Network☆12Updated 2 years ago
- Exploring QCNNs for Classifying Phases of Matter☆54Updated 4 months ago
- ☆10Updated 3 years ago
- Toolkit for training quantum kernels in machine learning applications☆43Updated last year
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆60Updated 3 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- ☆67Updated 2 years ago
- ☆90Updated 2 years ago
- Reduce width and depth of quantum circuits by cutting gates and wires.☆89Updated this week
- Classical-Quantum hybrid model for credit card fraud detection☆22Updated 3 years ago
- Generate hierarchical quantum circuits for Neural Architecture Search.☆47Updated last month
- Python module for running error-mitigation protocols with the pytket quantum SDK☆44Updated last week
- Demo notebooks for Qiskit application modules demo sessions (Oct 8 & 15):☆50Updated last year
- QED-C: The Quantum Economic Development Consortium provides these computer programs and software for use in the fields of quantum science…☆156Updated last week
- Code for implementing and experimenting with quantum algorithms☆71Updated last year
- Quantum Machine Learning using Qibo☆16Updated this week
- Example of a Quantum LSTM☆95Updated 3 years ago
- ☆31Updated last year
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆12Updated 3 years ago
- A differentiable bridge between phase space and Fock space☆86Updated this week
- The power of quantum neural networks☆53Updated 3 years ago
- Code to benchmark quantum machine learning models☆57Updated 2 months ago
- Search with Quantum Singular Value Transformation in Qiskit☆50Updated 3 years ago
- Digital-analog quantum programming interface☆85Updated this week
- 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
- This repository contains the code to reproduce the results in the paper Quantum Ensemble for Classification. All the quantum implementati…☆5Updated last year
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆48Updated 4 years ago