Lectures

The workshop was designed by the Information Services team at the Central Library of Forschungszentrum Jülich. It is for doctoral researchers and PhD students at the beginning of their doctoral thesis. [...]

Efficient simulation of large-scale spiking neuronal networks is important for neuroscientific research, and both the simulation speed and the time it takes to instantiate the network in computer memory are key factors. In recent years, hardware acceleration through highly parallel GPUs has become increasingly popular [...]

This comprehensive, hands-on training document is intended as a practical guide for new users of the Jülich Supercomputing Centre (JSC) systems. Its primary objective is to onboard as many participants as possible and enable them to get started quickly with JSC systems. [...]

Fancy using High Performance Computing machines for AI? Fancy learning how to run your code one of Europe's fastest computers JUWELS Booster at FZJ? In this workshop, we will guide you through the first steps of using the supercomputer machines for your own AI application. This workshop should be tailored to your needs - and our team will guide you through questions like:<br>- How do I get access to the machines? <br>- How do I use the pre-installed, optimized software?<br>- How can I run my own code?<br>- How can I store data so I can access it fast in training?<br>- How can parallelize my training and use more than one GPU?<br><br>In this workshop, we will try to get your code and your workflow running and would like to make the start on a supercomputer as smooth as possible. [...]

This course offers the opportunity to attend lectures selectively, based on individual needs and knowledge levels. Participants are not required to attend all sessions as some may cover advanced or basic material [...]

Machine Learning – in particular deep learning – has become an indispensable tool for analyzing large neuroscience datasets. The Helmholtz AI team at Jülich is closely connected to these developments and supports research activities at the intersection of AI, high-performance computing (HPC) and neuroscience. [...]