Blar i Brage NMBU på forfatter "Helin, Runar"
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Existence and detectability of very fast oscillations in spiking network models
Helin, Runar (Master thesis, 2019)Extremely high frequency oscillations are present in dynamics of different simulated neuronal networks, but are not yet observed in experimental recordings. This raises the question about the origin of these high frequency ... -
Explore the effect of data augmentation of spectroscopic data for deep learning models
Naveed, Talha (Master thesis, 2022)This study aimed to explore the effect of data augmentation techniques to improve the performance of deep learning models on data sets that contain more features than samples. The data set used as an example for this case ... -
Exploring the transition from traditional data analysis to machine- and deep learning approaches
Helin, Runar (PhD Thesis;2023:47, Doctoral thesis, 2023)Data analysis methods based on machine- and deep learning approaches are continuously replacing traditional methods. Models based on deep learning (DL) are applicable to many problems and often have better prediction ... -
Non-linear shrinking of linear model errors
Helin, Runar; Indahl, Ulf Geir; Tomic, Oliver; Liland, Kristian Hovde (Journal article; Peer reviewed, 2023)