Author

Philip Sommer

Frankfurt Institute for Advanced StudiesORCID 0009-0005-0866-1879Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

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Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:mouse· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Alexander D. BirdiD· 2 shared Jochen TrieschiD· 2 shared Peter JedlickaiD· 2 shared Fleur ZeldenrustiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Alexander D. BirdORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintOct 29, 2026

An energy-dependent integrate-and-fire model explains coordinated synaptic and intrinsic adaptation under metabolic stress

Philip Sommer, Peter Jedlicka, Alexander D. Bird, Jochen Triesch

The paper develops an energy-dependent integrate-and-fire model to explain how neurons adapt their biophysical parameters under metabolic stress to maintain an optimal energy-information trade-off.

DOI 10.64898/2026.10.28.757140

mouseelectronic health records

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NeurosciencebioRxivPreprintMar 6, 2026

An energy information trade-off explains hidden structure in the neuronal parameter space

Philip Sommer, Fleur Zeldenrust, Peter Jedlička…·Jochen Triesch

The paper shows that neuronal parameter diversity is structured by energy-information trade-offs, forming a Pareto front in parameter space.

DOI 10.64898/2026.03.02.708507

electronic health recordsstatistical model

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