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Publications of the year 2003

[ Journals | Book Chapters | Conf. Proceedings | Selected Abstracts | Theses and Tech. Reports ]

Publications in Journals

• H. Bartsch and K. Obermayer. Second order statistics of natural images. Neurocomputing, 52-54:541-546, 2003.
  (FTP PDF, 446 kb)

• A. Dima, M. Scholz, and K. Obermayer. Automatic 3D-graph construction of nerve cells from confocal microscopy scans. J. Electr. Imaging, 12:134-150, 2003.
  (FTP Gzipped PostScript, 50 pages, 3284 kb)

• T. Hoch, G. Wenning, and K. Obermayer. Adaptation using local information for maximizing the global cost. Neurocomputing, 52-54:467-472, 2003.
  (Abstract HTML)

• T. Hoch, G. Wenning, and K. Obermayer. Optimal noise-aided signal transmission through populations of neurons. Phys. Rev. E, 68:11911, 2003.
  (Abstract HTML) (FTP Gzipped PostScript, 12 pages, 128 kb)

• R. Pielot, M. Scholz, K. Obermayer, H. Scheich, E. Gundelfinger, and A. Hess. A new point-based warping method for enhanced and simplified analysis of functional brain image data. Neuroimage, 19:1716-1729, 2003.
  (FTP Gzipped PostScript, 2630 kb)

• L. Schwabe and K. Obermayer. Modelling the adaptive visual system: A survey of principled approaches. Neur. Netw., 16:1353-1371, 2003.
  (Abstract HTML) (FTP PDF, 733 kb)

• S. Seo and K. Obermayer. Soft learning vector quantization. Neural Comput., 15:1589-1604, 2003.
  (Abstract HTML) (FTP PostScript, 13 pages, 582 kb)

• S. Seo, M. Bode, and K. Obermayer. Soft nearest prototype classification. IEEE Trans. Neur. Netw., 14:390-398, 2003.
  (Abstract HTML) (FTP PostScript, 12 pages, 446 kb)

• G. Wenning and K. Obermayer. Activity driven adaptive stochastic resonance. Phys. Rev. Lett., 90:120602, 2003.
  (Abstract HTML) (FTP Gzipped PostScript, 4 pages, 68 kb)

Publications in Conference Proceedings

• E. Cuadros-Vargas, R. Romero, and K. Obermayer. Speeding up algorithms of the SOM family for large and high dimensional databases. In Yamakawa T., editor, Proceedings WSOM, pages 167-172, 2003.
  (Abstract HTML) (FTP PDF, 244 kb)

• S. Hochreiter and K. Obermayer. Feature selection and classification on matrix data: from large margins to small covering numbers. In Advances in Neural Information Processing Systems 15, pages 913-920, Cambridge, Massachusetts, 2003. MIT Press.
  (Abstract HTML) (FTP Gzipped PostScript, 8 pages, 164 kb)

• S. Hochreiter, M. Mozer, and K. Obermayer. Coulomb classifiers: generalizing support vector machines via an analogy to electrostatic systems. In Advances in Neural Information Processing Systems 15, pages 561-568, Cambridge, Massachusetts, 2003. MIT Press.
  (Abstract HTML) (FTP Gzipped PostScript, 8 pages, 178 kb)

• J. Mohr, A. Hess, M. Scholz, and K. Obermayer. Segmentation of 2 1/2 D brain image stacks with automatic extraction and visualization of functional information. In Proceedings of the IEEE International Conference of Image Processing - ICIP03, pages 1089-1092, 2003.

Selected Abstracts

• S. Grünewälder, W. Bibel, and K. Obermayer. A model for the reaching reflex of an infant. In Proceedings of the 29th Göttingen Neurobiology Conference, 2003.
  (FTP Gzipped PostScript, 2 pages, 16 kb)

• J. Kanev, G. Wenning, and K. Obermayer. Ito calculus approach to the distribution of ISI and response-stimulus correlation. In Proceedings of the 29th Göttingen Neurobiology Conference, page 1025, 2003.
  (Abstract HTML)

• K. Obermayer. New methods for supervised and unsupervised learning. In Innovations in Classification, Data Science, and Information Systems, 27th Annual Conference of the German Classification Society, page 131, 2003.

• M. Scholz, R. Vollgraf, T. Bartels, A. Maye, I. Meinertzhagen, and K. Obermayer. Computer-based segmentation and structural analysis of electron micrographs from drosophila photoreceptor mutants. In Soc. Neurosci. Abstr. 29, 2003.

• S. Schönknecht, M. Scholz, C. Duch, J. Evers, and K. Obermayer. Multi compartment model of development changes in dendritic shape during postembryonic motorneuron development. In Proceedings of the 29th Göttingen Neurobiology Conference, 2003.
  (Abstract HTML) (FTP PDF, 4 kb)

• L. Schwabe and K. Obermayer. Modeling perceptual learning in the primary visual cortex: passive unsupervised or active reinforcement-based sensory reorganization? In Proceedings of the 29th Göttingen Neurobiology Conference, page 1026, 2003.

• L. Schwabe, O. Beck, P. Wiesing, J. Mariño, J. Schummers, M. Sur, and K. Obermayer. Dependence of orientation tuning in conductance-based model neurons on the location within orientation map. In Soc. Neurosci. Abstr. 29, 2003.

• P. Wiesing and K. Obermayer. Lateral competition: the interplay of inhibition and excitation in primary visual cortex on the development of topographic projections and ocular dominance maps. In Proceedings of the 29th Göttingen Neurobiology Conference, page 631, 2003.
  (Abstract HTML)