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.

Open-source Artificial Intelligence & Quantum Technologies research and development. Quantum/AI algorithms built with D-Wave Systems Quantum technologies, aimed at fighting and understanding COVID-19.

Implementation of Quantum Long Short-term Memory (QLSTM)

This repository contains the code that implements the procedure proposed in the paper "Quantum planning for swarm robotics" by A. Chella, S. Gaglio, M. Mannone, G. Pilato, V. Seidita, F. Vella, and S. Zammuto.

This repository contains the code to reproduce the results in the paper Quantum Algorithm for Ensemble Learning

Natural Language Qu Kit (NLQK)

This repository features a Quantum Long Short-Term Memory (QLSTM) model for time-series forecasting using quantum circuits. It provides a custom QLSTMCell and supports real-time loss tracking, making it ideal for research and experimentation. 🛠️🌌

a prototype dashboard interface for the EV management via traffic and battery SoC, SoH optimisation

This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for grayscale images, optimizing both quantum circuits and dimensionality reduction method.