From imaging algorithms to quantum methods Seminar

Name: From imaging algorithms to quantum methods Seminar
Start: 2025-10-13T10:00:00+02:00
End: 2025-10-13T11:30:00+02:00
Location: Zoom

Monday 13 Oct 2025, 10:00 → 11:30 Europe/Warsaw

https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1 (Zoom)

https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1

Zoom

Konrad Klimaszewski (NCBJ), Wojciech Krzemien (NCBJ)

Description

Zoom link: https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1

- 10:00 → 11:00
  
  Dissipative Quantum Neural Network 1h
  
  Artificial neural networks have been shown to fulfil unexpected image recognition abilities. In this talk I will give an introduction to quantum machine learning that focuses on ideas to quantify artificial neural networks by changing neurons to qubits or qudits. We will discuss advantages and disadvantages of such a
  quantization of an artificial neural network. Focusing on the impact of different cost functions on the optimization process, we show significant training differences among the cost functions considered.
  Our findings facilitate both the theoretical understanding and the
  experimental implementability of quantum neural networks.
  
  Speaker: Beatrix Hiesmayr
- 11:00 → 11:30
  
  Discussion 30m

From imaging algorithms to quantum methods Seminar

https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1

Zoom

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