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TU Berlin

Inhalt des Dokuments

All Publications


Garg, A., Obermayer, K. and Bhaumik, B. (2005). Development of Feedforward Receptive Field Structure of a Simple Cell and its Contribution to the Orientation Selectivity: A Modeling Study. International Journal of Neural Systems, 15, 55 – 70.

Gaudnek, M., Hess, A., Obermayer, K., Budinsky, L., Brune, K. and Sibila, M. (2005). Geometric Reconstruction of the Rat Vascular System Imaged by MRA. IEEE International Conference on Image Processing 2005. IEEE, 1278-1281.,10.1109/ICIP.2005.1530296

Grünewälder, S. and Obermayer, K. (2005). Attention Driven Memory. Proceedings of the 27th Annual Conf. of the Cognitive Science Society, 845 – 850.,

Hoch, T., Wenning, G. and Obermayer, K. (2005). The Effect of Correlations in the Background Activity on the Information Transmission Properties of Neural Populations. Journal of Neurocomputing, 65-66, 365 – 370.


Hochreiter, S. and Obermayer, K. (2004). Gene Selection for Microarray Data. Kernel Methods in Computational Biology. MIT Press, 319 – 356.,

Kanev, J., Wenning, G. and Obermayer, K. (2004). Approximating the Response-Stimulus Correlation for the Integrate and Fire Neuron. Journal of Neurocomputing, 58-60, 47 – 52.

Mohr, J., Hess, A., Scholz, M. and Obermayer, K. (2004). A Method for the Automatic Segmentation Autoradiographic Image Stacks and Spatial Normalization of Functional Cortical Activity Data. J. Neurosci. Methods, 134, 45 – 58.

Purwins, H., Graepel, T. and Obermayer, K. (2004). Correspondence Analysis of Pitch Class, Key, and Composer. Perspectives of Mathematical and Computational Music Theory. Epos-Verlag, 432 – 454.,

Schmitt, S., Evers, J.-F., Duch, C., Scholz, M. and Obermayer, K. (2004). New Methods for the Computer-Assisted 3D Reconstruction of Neurons from Confocal Image Stacks. Neuroimage, 23, 1283 – 1298.

Schwetz, I., Gruhler, G. and Obermayer, K. (2004). Stationarity of Speech Radiation: Consequences for Linear Multichannel Filtering. IEEE Transactions on Speech and Audio Processing ., 12, 460 – 467.

Seo, S. and Obermayer, K. (2004). Self-Organizing Maps and Clustering Methods for Matrix Data. Neural Networks Special Issue, 17, 1211 – 1229.

Adiloglu, K. and Obermayer, K. (2004). An Evolutionary Approximation of the Similarity Neighborhood Model for the Melodic Segmentation. Proceedings of the 4th Interantional Conference on Understanding and Creating Music, Caserta, 23 – 27.,

Bartsch, H., Hochreiter, S. and Obermayer, K. (2004). Learning Quadratic Forms by Density Estimation and its Application to Image Coding. Neurocomputing

Vollgraf, R., Scholz, M., Meinertzhagen, I. and Obermayer, K. (2004). Nonlinear Filtering of Electron Micrographs by Means of Support Vector Regression. Advances in Neural Information Processing Systems 16. MIT Press, 717 – 724.,

Garg, A., Bhaumik, B. and Obermayer, K. (2004). Development of a Simple Cell Preceptive Field Structure: A Model Based on Hetero-Synaptic Interactions. Lecture Notes in Computer Science. Springer-Verlag, 64 – 68.,


Hochreiter, S., Mozer, M. and Obermayer, K. (2003). Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems. Advances in Neural Information Processing Systems 15. MIT Press, 561 – 568.,

Hochreiter, S. and Obermayer, K. (2003). Feature Selection and Classification on Matrix Data: From Large Margins To Small Covering Numbers. Advances in Neural Information Processing Systems 15. MIT Press, 913 – 920.,

Hochreiter, S. and Obermayer, K. (2003). Classification and Feature Selection on Matrix Data with Application to Gene-Expression Analysis. Proceedings of the International Statistical Institute, (1 – 4).,

Mohr, J., Hess, A., Scholz, M. and Obermayer, K. (2003). Segmentation of 2 1/2 D Brain Image Stacks with Automatic Extraction and Visualization of Functional Information. Proceedings of the IEEE International Conference of Image Processing - ICIP03, 1089 – 1092.,

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