Welcome to the DFG Research Unit “Abstract Representations in Neural Architectures”.

We are currently looking for enthusiastic Postdocs and PhD students to join the ARENA team in 2023! LINK: click here for more information.

ARENA is an interdisciplinary research project aimed at better understanding how (conceptual-semantic) knowledge is organized at different levels of abstraction – both in the brain as well as in AI models, and both in the form of concrete visual objects as well as in their linguistic representation. A central part of this research endeavor is to understand

  • How abstract representations are learned.
  • How these representations are mapped onto decisions in various task contexts.
  • Whether and how these representations are coded in neural activity elicited during human perception.

The ARENA project is jointly carried out by researchers from Goethe University Frankfurt, the Frankfurt Institute of Advanced Studies (FIAS), and the Max Planck Institute for Software Systems in Saarbrücken.


24. November 2022

We are hiring: Join the ARENA team as Postdoc or PhD student, and contribute to our exciting research at the intersection of AI and cognitive neuroscience!! (Deadline Passed)

1. July 2022

DFG funding approved for ARENA research unit!

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