Blar i Institutt for matematiske fag på tidsskrift "PLoS Computational Biology"

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    • Efficient coding of natural scenes improves neural system identification 

      Qiu, Yongrong; Klindt, David; Szatko, Klaudia P.; Gonschorek, Dominic; Hoefling, Larissa; Schubert, Timm; Busse, Laura; Bethge, Matthias; Euler, Thomas (Peer reviewed; Journal article, 2023)
      Neural system identification aims at learning the response function of neurons to arbitrary stimuli using experimentally recorded data, but typically does not leverage normative principles such as efficient coding of natural ...

    • Inferring feature importance with uncertainties with application to large genotype data 

      Johnsen, Pål Vegard; Strumke, Inga; Langaas, Mette; DeWan, Andrew Thomas; Riemer-Sørensen, Signe (Peer reviewed; Journal article, 2023)
      Estimating feature importance, which is the contribution of a prediction or several predictions due to a feature, is an essential aspect of explaining data-based models. Besides explaining the model itself, an equally ...