Distinct pattern of microgliosis in the olfactory bulb of neurodegenerative proteinopathies Z Kohl, JCM Schlachetzki, J Feldewerth, P Hornauer, M Münch, A Adame, ... Neural plasticity 2017 (1), 3851262, 2017 | 41 | 2017 |
Homophilic wiring principles underpin neuronal network topology in vitro D Akarca, AWE Dunn, PJ Hornauer, S Ronchi, M Fiscella, C Wang, ... BioRxiv, 2022.03. 09.483605, 2022 | 17 | 2022 |
Functional imaging of brain organoids using high-density microelectrode arrays M Schröter, C Wang, M Terrigno, P Hornauer, Z Huang, R Jagasia, ... MRS bulletin 47 (6), 530-544, 2022 | 11 | 2022 |
Predicting in vitro single-neuron firing rates upon pharmacological perturbation using Graph Neural Networks T Kim, D Chen, P Hornauer, V Emmenegger, J Bartram, S Ronchi, ... Frontiers in Neuroinformatics 16, 1032538, 2023 | 5 | 2023 |
DeePhys: A machine learning–assisted platform for electrophysiological phenotyping of human neuronal networks P Hornauer, G Prack, N Anastasi, S Ronchi, T Kim, C Donner, M Fiscella, ... Stem Cell Reports 19 (2), 285-298, 2024 | 2 | 2024 |
Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains C Donner, J Bartram, P Hornauer, T Kim, D Roqueiro, A Hierlemann, ... PLOS Computational Biology 20 (4), e1011964, 2024 | 1 | 2024 |
Human neuron subtype programming through combinatorial patterning with scRNA-seq readouts HC Lin, J Janssens, AS Kroell, P Hornauer, M Santel, R Okamoto, ... bioRxiv, 2023.12. 12.571318, 2023 | 1 | 2023 |
Downregulating α-synuclein in iPSC-derived dopaminergic neurons mimics electrophysiological phenotype of the A53T mutation P Hornauer, G Prack, N Anastasi, S Ronchi, T Kim, C Donner, M Fiscella, ... bioRxiv, 2022.03. 31.486582, 2022 | 1 | 2022 |
Comparison of connectivity inference algorithms for classification of neuronal cultures using graph kernels T Kim, P Hornauer, C Donner, A Hierlemann, K Borgwardt, M Schröter, ... ECML PKDD Workshop on Machine Learning for Pharma and Healthcare …, 2020 | 1 | 2020 |
Scalable covariance-based connectivity inference for synchronous neuronal networks T Kim, D Chen, P Hornauer, SS Kumar, M Schröter, K Borgwardt, ... bioRxiv, 2023.06. 17.545399, 2023 | | 2023 |
Functional imaging of human brain organoids using high-density microelectrode arrays M Schröter, C Wang, M Terrigno, P Hornauer, Z Huang, A Hierlemann, ... BaCell 3D–Building advanced multiCellular systems in 3D, 2022 | | 2022 |
DeePhys, a machine learning-driven platform for electrophysiological phenotype screening of human stem-cell derived neuronal networks P Hornauer, G Prack, N Anastasi, S Ronchi, T Kim, C Donner, M Fiscella, ... MEA Meeting 2022 Abstract Book, 158-160, 2022 | | 2022 |
Electrophysiological characterization of α-synuclein function in human iPSC-derived dopaminergic neurons using high-density microelectrode arrays P Hornauer, G Prack, M Fiscella, C Donner, DS Roqueiro, V Taylor, ... ISSCR 2020 Poster Abstract Guide, MDD448, 2020 | | 2020 |