On this page you can find more detail about my work, including my interests, publications, conferences I attended, and talks I gave.
Here is my University Webpage.
My research is focused on Quantum Computation and Information, and I’m interested also in topics coming from Theoretical Computer Science. I’m half a Theoretician and Programmer (I love spending time on my computer), using both approaches when dealing with a problem.
At the moment, for my PhD I am investigating and studying one of the most interesting application of Quantum Computing, that is Quantum Machine Learning.
Programming languages and tools: Qiskit, Pennylane, Python, Fortran, Mathematica, …
- S. Mangini, F. Tacchino, C. Macchiavello, D. Gerace, D. Bajoni (2020). Quantum computing model of an artificial neuron with continuously valued input data. Machine Learning: Science and Technology. https://doi.org/10.1088/2632-2153/abaf98
- F. Benatti, S. Mancini, S. Mangini (2020). Continuous variable quantum perceptron. International Journal of Quantum Information 17(08), 1941009. https://doi.org/10.1142/S0219749919410090
- Young Italian Quantum Information Science (YIQIS) 2020. Title: “Quantum Computing models for artificial neurons” (slides).
- Hackathon on CEREBELLUM MODELLING (2020). Organized by Human Brain Project (HBP). Link to event description