Creating and Training Neural Networks with MATLAB

Instructor:            Dr.Sc.Ing. Maris Terauds

Duration:                2h

Format:                   Webinar

The training webinar covers theoretical and practical principles of creating Neural networks in MATLAB, and running training process on supercomputers including running on GPU and running on parallel processors. Also, at the beginning of the seminar some questions related to sending MATLAB tasks to HPC will be covered. Some general information about ability to run MATLAB functions on multiprocessor environment will be provided.

This webinar is included in the CoE RAISE training events.

Learning objectives:

The participants will learn how to:

  • Send computational MATLAB tasks to HPC;
  • Create Neural networks with MATLAB;
  • Using neural networks to classify images;
  • Train Neural network on GPU.

Course materials

Here you can find .txt files from the webinar (February 28, 2023):






Video recording from the webinar on October 16, 2023 is available here and also on EuroCC-Latvia‘s YouTube channel.

The CoE RAISE project have received funding from the European Union’s Horizon 2020 – Research and Innovation Framework Programme H2020-INFRAEDI-2019-1 under grant agreement no. 951733