Scientific Computing Seminar

Date and Place: Thursdays and hybrid (live in 32-349/online via Zoom). For detailed dates see below!

Content

In the Scientific Computing Seminar we host talks of guests and members of the SciComp team as well as students of mathematics, computer science and engineering. Everybody interested in the topics is welcome.

List of Talks

Event Information:

  • Wed
    11
    Oct
    2023

    SC Seminar: Amin Jafarimoghaddam

    16:00Hybrid (Room 32-349 and via Zoom)

    Amin Jafarimoghaddam, Department of Aerospace Engineering, Universidad Carlos III, Madrid, Spain

    Title: From Residual Neural Networks to Neural ODEs – theory and applications

    Abstract:

    This talk explores key developments in neural network architectures. The discussion begins with an examination of Residual Neural Networks and their relation to Neural Ordinary Differential Equations (Neural ODEs). We briefly review some of the advantages, and limitations of Neural ODEs. We also consider possible variations of Residual Neural Networks and their higher-order Neural ODE representation. Furthermore, we explore the possibility of networks equipped with average nonlinear programming techniques, which might be alternatives to addressing the deep learning issues. Finally, we highlight some potential practical applications.

    How to join online

    You can join online via Zoom, using the following link:
    https://uni-kl-de.zoom.us/j/63123116305?pwd=Yko3WU9ZblpGR3lGUkVTV1kzMCtUUT09