Zapraszamy na Krakow Quantum Informatics Seminar organizowane wspólnie przez Katedrę Informatyki AGH i IBM Software Lab Kraków. Spotkanie odbędzie się we wtorek 7.01.2020 w godzinach 9:30-11:00 w Centrum Informatyki w sali 1.19.
Piotr Gawron, Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences
Temat: Quantum Neural networks – a practical approach
With recent success of artificial neural networks and emergence of Near Intermediate Scale Quantum computers a new field of quantum machine learning was established. There is hope that quantum computers will be able to build better and faster machine learning models. One of the quantum machine learning approaches is to embed quantum computers into neural network processing graphs.
During the talk I will present the basic concepts of quantum neural networks, their training and application in multi-class supervised classification setting. I will show how to use two python libraries, namely: scikit-learn and pennylane to perform training and inference using a particular type of a quantum neural network.