Jonas Verhellen

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Publications

  • Verhellen, Jonas; Beshkov, Kosio; Amundsen, Sebastian; Ness, Torbjørn V & Einevoll, Gaute (2024). Multitask learning of a biophysically-detailed neuron model. PLoS Computational Biology. ISSN 1553-734X. 20(7). doi: 10.1371/journal.pcbi.1011728.
  • Verhellen, Jonas; Beshkov, Kosio; Amundsen, Sebastian; Ness, Torbjørn Vefferstad & Einevoll, Gaute Tomas (2023). Multitask Learning of Biophysically-Detailed Neuron Models. bioRxiv. ISSN 2692-8205. doi: 10.1101/2023.12.05.570220.
  • Beshkov, Kosio; Verhellen, Jonas & Lepperød, Mikkel Elle (2022). Isometric Representations in Neural Networks Improve Robustness. arXiv.org. ISSN 2331-8422. doi: 10.48550/arXiv.2211.01236.
  • Verhellen, Jonas (2022). Graph-based molecular Pareto optimisation. Chemical Science. ISSN 2041-6520. 13(25), p. 7526–7535. doi: 10.1039/d2sc00821a. Full text in Research Archive

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  • Beshkov, Kosio; Verhellen, Jonas & Lepperød, Mikkel Elle (2022). Manifold Propagation Through Neural Networks.

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Published Oct. 2, 2020 11:31 AM - Last modified Dec. 1, 2020 10:43 AM