Author

Paweł A. Pierzchlewicz

Campus-Institut Data Science (CIDAS)ORCID 0000-0002-8247-0836Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:imaging· 2 Organism:non-human primate· 2 Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Andreas Savas ToliasiD· 2 shared Fabian H. SinziD· 2 shared Katrin FrankeiD· 2 shared Saumil Surendra PateliD· 2 shared Alexander S. EckeriD· 1 shared Arne NixiD· 1 shared Cate NealleyiD· 1 shared Dat T. Tran· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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2 shared papersNeuroscience

Andreas Savas ToliasORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintMar 13, 2023

Pattern completion and disruption characterize contextual modulation in the visual cortex

Jiakun Fu, Suhas Shrinivasan, Luca Baroni…·Katrin Franke

The paper uses CNNs to analyze contextual modulation in visual cortex by synthesizing surround patterns, finding that pattern completion enhances responses while disruption suppresses them, consistent across mice and macaques.

26 citations

mousenon-human primate

𝕏 PostBluesky

Neuroscienceneural information processing systemsPeer-reviewedJan 1, 2023

Energy Guided Diffusion for Generating Neurally Exciting Images

Paweł A. Pierzchlewicz, Konstantin Willeke, Arne Nix…·Fabian H. Sinz

This paper introduces Energy Guided Diffusion (EGG) to generate neurally exciting images, outperforming gradient ascent in generalization and efficiency for macaque V4 models.

12 citations

non-human primateimaging

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