Author

Jonas Verhellen

University of OsloORCID 0000-0002-7465-7641Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Gaute T. EinevolliD· 1 shared Kosio BeshkoviD· 1 shared Sebastian Amundsen· 1 shared Torbjørn V. NessiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Gaute T. EinevollORCID

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1 paper

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedJul 31, 2024

Multitask Learning of Biophysically-Detailed Neuron Models

Jonas Verhellen, Kosio Beshkov, Sebastian Amundsen…·Gaute T. Einevoll

This paper introduces a multitask learning approach to predict membrane potentials in all neuron compartments, significantly speeding up simulations and enabling comparisons with experimental data.

1 citation

machine learning (classical)benchmarking

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