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Prof. Dr. Matthias Kaschube

Campus Riedberg
Frankfurt Institute for Advanced Studies
Department of Computer Science and Mathematics
Goethe University Frankfurt
Ruth-Moufang-Straße 1
60438 Frankfurt am Main

Tel.: 49 (0)69-798-47521
E-Mail: kaschube@fias.uni-frankfurt.de

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Scientific Focus

– Functional organization and development of cortical circuits; neural population dynamics and coding

Methods

– Mathematical and computational modelling
– Machine learning and statistical data analysis

 

Selected Publications

Eppler JB, Lai T, Aschauer DF, Rumpel S*, Kaschube M* (2026). Representational drift reflects ongoing balancing of stochastic changes by Hebbian learning. Proceedings of the National Academy of Sciences, 123(5), e2503046123.

Lempel AA, Trägenap S, Tepohl C, Kaschube M, Fitzpatrick D (2025). Development of coherent cortical responses reflects increased discriminability of feedforward inputs and their alignment with recurrent circuits. Neuron.10.1016/j.neuron.2025.08.014.

Galella S, Wehrheim M*, Kaschube M* (2025). Dimensionality Mismatch Between Brains and Artificial Neural Networks. NeurIPS 2025

Trägenap S, Whitney DE, Fitzpatrick D*, Kaschube M* (2025) The developmental emergence of reliable cortical representations. Nature Neuroscience. 28(2), 394–405.

Powell NJ, Hein B, Kong D, Elpelt J, Mulholland HN, Kaschube M*, Smith GB* (2024). Common modular architecture across diverse cortical areas in early development. Proceedings of the National Academy of Sciences, 121(11), p.e2313743121.

*jointly directed work

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