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Julian David Karch

© MPI for Human Development
Postdoctoral Fellow
+49 30 82406-683
karch [at] mpib-berlin [dot] mpg [dot] de
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Short CV: 

2016: Dr. rer. nat (quantitative psychology), Humboldt University of Berlin 

2012: "Diplom" in Computer Science, Free University of Berlin (with emphasis in: artificial intelligence; minor: psychology)

2008: "Vordiplom" in Computer Science, Karlsruhe Institute for Technology (minor: physics)

Project participation: 

Research Interests: 
  • Multivariate developmental methodology
  • Machine learning and data mining
  • Statistical and algorithmic modelling
  • Model selection and model combination
  • Adapting data mining methods for psychology

open all Curriculum Vitae

zuklappen Publications

Karch, J. D. (2016). A machine learning perspective on repeated measures: Gaussian process panel and person-specific EEG modeling. Doctoral dissertation, Humboldt-Universität zu Berlin, Germany.
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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. doi:10.1016/j.neuroimage.2015.04.038
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Karch, J. D. (2012). Combination of classifiers to increase accuracy of EEG classification. Diploma thesis, Freie Universität Berlin, Germany.
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