Author

Denise Kittelmann

Maastricht University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:statistical model· 1

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Dirk GütliniD· 1 shared Ryszard AuksztulewicziD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperNeuroscience

Dirk GütlinORCID

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1 paper

Recent·Most cited

Predictive coding networks capture human neural representations missing in supervised DNNs

Dirk Gütlin, Denise Kittelmann, Ryszard Auksztulewicz

The paper compares predictive, contrastive, and supervised learning in neural networks to understand human brain representations and finds predictive learning better models brain activity.

bioRxiv · Sep 24, 2026 · PreprintNeuroscience