Nov 10 – 11, 2021
Hotel Mercure Budapest Castle Hill
Europe/Budapest timezone

Introduction to photonic quantum machine learning

Nov 11, 2021, 12:00 PM
30m
Hotel Mercure Budapest Castle Hill

Hotel Mercure Budapest Castle Hill

1013 Budapest, Krisztina Körút 41-43
Lecture

Speaker

Dániel Nagy (Wigner Research Centre for Physics)

Description

Possibly the most influential achievements of modern computer science are the inventions of different machine learning algorithms, especially deep neural networks, which were able to solve problems that were previously intractable for computers, for example recognizing different animals on photos. On the other hand, in the last few decades we were witnessing an enormous improvement in quantum computing, especially quantum hardware developement. Combining classical machine learning methods with the power of quantum computing gives rise to a new field called quantum machine learning. We present a few quantum machine learning algorithms, which use the continuous-variable paradigm of quantum computing.

Primary author

Dániel Nagy (Wigner Research Centre for Physics)

Presentation materials