Benjamin Merkt

Combining biophysical modeling and deep learning for multielectrode array neuron localization and classification

Alessio Paolo Buccino, Michael Kordovan, Torbjørn V. Ness et al. · Journal of Neurophysiology · 2018 · 60 citations · Full text

Geometric Learning, Biophysical Modeling, Convolutional Neural Network +21

Higher-order Lie symmetries in identifiability and predictability analysis of dynamic models

Benjamin Merkt, Jens Timmer, Daniel Kaschek · Physical Review E · 2015 · 48 citations · Full text

Parameter Identification, Dynamic Models, Symmetry (Physics) +9

Model-based identification of TNFα-induced IKKβ-mediated and IκBα-mediated regulation of NFκB signal transduction as a tool to quantify the impact of drug-induced liver injury compounds

Angela Oppelt, Daniel Kaschek, Suzanna Huppelschoten et al. · npj Systems Biology and Applications · 2018 · 22 citations · Full text

Characterization of a Setup to test the Impact of High-Amplitude Pressure Waves on Living Cells

Mischa Schmidt, Ulf D. Kahlert, Johanna Wessolleck et al. · Scientific Reports · 2014 · 18 citations · Full text

Propagation of orientation selectivity in a spiking network model of layered primary visual cortex

Benjamin Merkt, Friedrich Schüßler, Stefan Rotter · PLoS Computational Biology · 2019 · 12 citations · Full text