Neuronale Informationsverarbeitung

Ausgewählte Publikationen

2022

Seidel, R., Jahn, N., Seo, S., Goerttler, T., & Obermayer, K. (2022). "NAPC: A Neural Algorithm for Automated Passenger Counting in Public Transport on a Privacy-Friendly Dataset" , IEEE Open Journal of Intelligent Transportation Systems , 3 , 33-44.
Cakan, C., Dimulescu, C., Khakimova, L., Obst, D., Flöel, A., & Obermayer, K. (2022). "Spatiotemporal patterns of adaptation-induced slow oscillations in a whole-brain model of slow-wave sleep" , Frontiers in Computational Neuroscience , 15 , 800101.

2021

Müller, L., Ploner, M., Goerttler, T., & Obermayer, K. (2021). "An Interactive Introduction to Model-Agnostic Meta-Learning" .
Chouzouris, T., Roth, N., Cakan, C., & K., O. (2021). "Applications of Optimal Nonlinear Control to a Whole-brain Network of FitzHugh-Nagumo Oscillators" , Phys. Rev. E , 2021 (104),
Cakan, C., Jajcay, N., & Obermayer, K. (2021). "neurolib: A Simulation Framework for Whole-brain Neural Mass Modeling" , Cognit. Comput. , 2021 ,

2020

Cakan, C., & Obermayer, K. (2020). "Biophysically grounded mean-field models of neural populations under electrical stimulation" , PLOS Computational Biology , 2020 ,
Koren, V., Andrei, A., Hu, M., Dragol, V., & Obermayer, K. (2020). "Pair-wise Synchrony and Correlations Depend on the Structure of the Population Code in Visual Cortex" , Cell Reports , 2020 ,

2019

Mergenthaler, , Oschmann, , & Obermayer, K. (2019). "Glutamate Uptake by Astrocytic Transporters" , Computational Glioscience , 329-361. Spinger Nature Switzerland .
Trowitzsch I., , Schymura C., , Kolossa D., , & K., O. (2019). "Joining Sound Event Detection and Localization Through Spatial Segregation" , IEEE Trans. Audio Speech Language Proc. .
Seo, S., Beck, A., Matthis, C., Genauck, A., Banaschewski, T., Bokde, A., Bromberg, U., Büchel, C., Quinlan, E., Flor, H., Frouin, V., Garavan, H., Gowland, P., Ittermann, B., Martinot, J., Martinot, M., Nees, F., Orfanos, D., Poustka, L., Hohmann, S., Froehner, J., Smolka, M., Walter, H., Whelan, R., Desrivieres, S., Heinz, A., Schumann, G., & Obermayer, K. (2019). "Risk Profiles for Heavy Drinking in Adolescence: Differential Effects of Gender" , Addiction Biology , 24 (4), 787-801.
Ladenbauer, J., & Obermayer, K. (2019). "Weak Electric Fields Promote Resonance in Neuronal Spiking Activity: Analytical Results from Two-compartment Cell and Network Models" , PLoS Computational Biology , 15 (e1006974),

2018

Aspart, F., Remme, M., & Obermayer, K. (2018). "Differential Polarization of Cortical Pyramidal Neuron Dendrites through Weak Extracellular Fields" , Computational Biology , 15 (e1006124),

2017

Meyer, , Ladenbauer, , & Obermayer, K. (2017). "Influence of Mexican Hat Recurrent Connectivity on Noise Correlations and Stimulus Encoding" , Frontiers in Computational Neuroscience .
Augustin, , Ladenbauer, , Baumann, , & Obermayer, K. (2017). "Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation" , PLoS Computational Biology , 13 ,
Trowitzsch, , Mohr, , Kashef, , & Obermayer, K. (2017). "Robust Detection of Environmental Sounds in Binaural Auditory Scenes" , IEEE Transactions on Audio Speech and Language Processing , 25 (6), 1344-1356.
Oschmann, , Mergenthaler, , Jungnickel, , & Obermayer, K. (2017). "Spatial Separation of Two Different Pathways Accounting for the Generation of Calcium Signals in Astrocytes" , PLoS Computational Biology , 13 (2),

2016

Guo, R., Böhmer, W., Hebart, M., Chien, S., Sommer, T., Obermayer, K. *., & Gläscher, J. *. (2016, Dez.). "Interaction of Instrumental and Goal-directed Learning Modulates Prediction Error Representations in the Ventral Striatum" , Journal of Neuroscience , 36 (50), 12650-12660.
Bielivtsov, D., Ladenbauer, J., & Obermayer, K. (2016). "Controlling Statistical Moments of Stochastic Dynamical Networks" , Physical Review E , 94 (1), 012306. American Physical Society .
Donner, C., Obermayer, K., & Shimazaki, H. (2016). "Approximate Inference for Time-varying Interactions and Macroscopic Dynamics of Neural Populations" , PLoS Computional Biology , 13 (1), 1 -27.
Aspart, F., Ladenbauer, J., & Obermayer, K. (2016). "Extending Integrate-and-fire Model Neurons to Account for the Effects of Weak Electric Fields and Input Filtering Mediated by the Dendrite" , PLOS Computional Biology , 12 (11), e1005206.