Publications of Julian D. Karch

Journal Article (2)

Journal Article
Karch, J. D., Brandmaier, A. M., & Voelkle, M. C. (2020). Gaussian Process Panel Modeling: Machine learning inspired analysis of longitudinal panel data. Frontiers in Psychology, 11, Article 351.
Journal Article
Karch, J. D., Sander, M. C., von Oertzen, T., Brandmaier, A. M., & Werkle-Bergner, M. (2015). Using within-subject pattern classification to understand lifespan age differences in oscillatory mechanisms of working memory selection and maintenance. NeuroImage, 118, 538–552.

Thesis - PhD (1)

Thesis - PhD
Karch, J. D. (2016). A machine learning perspective on repeated measures: Gaussian process panel and person-specific EEG modeling [PhD Thesis, Humboldt-Universität zu Berlin].

Thesis - Diploma (1)

Thesis - Diploma
Karch, J. D. (2012). Combination of classifiers to increase accuracy of EEG classification [Diploma Thesis, Freie Universität Berlin].
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