All Publications

Dima, A., Scholz, M. and Obermayer, K. (2003). Automatic Segmentation and Skeletonization of Neurons from Confocal Microscopy Images Based on the 3-D Wavelet Transform. IEEE TRANSACTIONS ON IMAGE PROCESSING, 11, 790-801.

Dima, A., Scholz, M. and Obermayer, K. (2001). From Multiscale Edges to 3D-Graph Representations of Nerve Cells from Confocal Microscope Scans. Proceedings of the International Conference of Computational Harmonic Analysis, 9 – 10.,

Dima, A., Scholz, M. and Obermayer, K. (1999). Semi-Automatic Quality Determination of 3D Confocal Microscope Scans of Neuronal Cells Denoised by 3D-Wavelet Shrinkage. Wavelet Applications VI - Proceedings of the SPIE, 446 – 457.,10.1117/12.342957

Dima, A., Scholz, M. and Obermayer, K. (2003). Automatic 3D-Graph Construction of Nerve Cells from Confocal Microscopy Scans. Journal of Electronic Imaging, 12, 134 – 150.

Dima, A., Scholz, M. and Obermayer, K. (2002). Automatic Segmentation and Skeletonization of Neurons from Confocal Microscopy Images based on the 3D Wavelet Transform. IEEE Trans. on Image Proc., 11, 790 – 801.

Dimulescu, C., Gareayaghi, S., Kamp, F., Fromm, S., K., O. and Metzner, C. (2021). Structural Differences between Healthy Subjects and Patients with Schizophrenia and Schizoaffective Disorder: A Graph and Control Theoretical Perspective. Front. Psychiatry, 2021

Donner, C., Obermayer, K. and Shimazaki, H. (2017). Approximate Inference for Time-varying Interactions and Macroscopic Dynamics of Neural Populations. PLoS Computational Biology, 13

Donner, C., Obermayer, K. and Shimazaki, H. (2016). Approximate Inference for Time-varying Interactions and Macroscopic Dynamics of Neural Populations. PLoS Computional Biology, 13, 1 -27.

Erdi, P., Kepecs, A., Lengyel, M., Obermayer, K. and Szatmary, Z. (1998). Dynamics of the hippocampus: multiple strategies. Proceedings of the ICONIP 98 Conference, Kitakyushu, 777 – 780.,10.1.1.45.4878

Erwin, E., Obermayer, K. and Schulten, K. (1993). A Comparison of Models of Visual Cortical Map Formation. Computation and Neural Systems. Kluwer Academic Publishers, 395 – 402.,10.1.1.51.910

Erwin, E., Obermayer, K. and Schulten, K. (1991). Convergence Properties of Self-organizing Maps. Artificial Neural Networks I. North Holland, 409 – 414.,

Erwin, E., Obermayer, K. and Schulten, K. (1992). Formation and Variability of Somatotopic Maps with Topological Mismatch. Proceedings of the 4th International Conference on Neural Networks, 115 – 126.,

Erwin, E., Obermayer, K. and Schulten, K. (1995). A Critical Comparison of Models for Orientation and Ocular Dominance Columns in the Striate Cortex. Advances in Neural Information Processing Systems 7. MIT Press, 93 – 100.,

Erwin, E., Obermayer, K. and Schulten, K. (1995). Models of Orientation and Ocular Dominance Columns in the Visual Cortex: A Critical Comparison. Neural Computation, 7, 425 – 468.

Erwin, E., Obermayer, K. and Schulten, K. (1992). Self-Organizing Maps: Ordering, Convergence Properties and Energy Functions. Biological Cybernetics, 67, 47 – 55.

Erwin, E., Obermayer, K. and Schulten, K. (1992). Self-Organizing Maps: Stationary States, Metastability and Convergence Rate. Biological Cybernetics, 67, 35 – 45.

Franke, F., Natora, M., Boucsein, C., Munk, M. and Obermayer, K. (2010). An Online Spike Detection and Spike Classification Algorithm Capable of Instantaneous Resolution of Overlapping Spikes. Journal of Computional Neuroscience, 127 – 148.

Franke, F., Natora, M., Meier, P., Hagen, E., Pettersen, K., Linden, H., Einevoll, G. and Obermayer, K. (2010). An Automated Online Positioning System and Simulation Environment for Multi-Electrodes in Extracellular Recordings. Proceedings of 32nd Annual International Conference of the IEEE EMBS, 593 – 597.,10.1109/IEMBS.2010.5626631

Franke, F., Natora, M., Munk, M. and Obermayer, K. (2009). Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. Independent Component Analysis and Signal Separation. Springer Berlin Heidelberg, 459 – 466.,10.1007/978-3-642-00599-2_58

Franke, F., Pröpper, R., Alle, H., Meier, P., Geiger, J. R. P., Obermayer, K. and Munk, M. H. J. (2015). Spike sorting of synchronous spikes from local neuron ensembles. Journal of Neurophysiology, 114, 2535–2549.