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Publications of the year 2006

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

Publications in Journals

• J. Hochreiter and K. Obermayer. Support vector machines for dyadic data. Neural Comput., 18:1472-1510, 2006.
  (Abstract HTML) (FTP PDF, 416 kb)

• S. Hochreiter, D-A. Clevert, and K. Obermayer. A new summarization method for affymetrix probe level data. Bioinformatics, 22:943-949, 2006.
  (Abstract HTML) (PDF)

• L. Schwabe, K. Obermayer, A. Angelucci, and P. Bressloff. The role of feedback in shaping the extra-classical receptive field of cortical neurons: A recurrent network model. J. Neurosci., 26:9117-9129, 2006.
  The article on The Journal of Neuroscience website. © The Society for Neuroscience.
  (Abstract HTML) (FTP PDF, 520 kb)

• I. Schwetz, G. Gruhler, and K. Obermayer. A cross-spectrum weighting algorithm for speech enhancement and array processing: Combining locating and long-term statistics. J. Acoust. Soc. Amer., 119:952-964, 2006.

• R. Vollgraf and K. Obermayer. Improved optimal linear filters for the discrimination of multi-channel waveform templates for spike-sorting applications. IEEE Signal Proc. Lett., 13:121-124, 2006.

• R. Vollgraf and K. Obermayer. Quadratic optimization for simultaneous matrix diagonalization. IEEE Trans. Signal Processing, 54(9):3270-3278, 2006.
  (Abstract HTML) (FTP PDF, 477 kb)

Publications in Books

• S. Hochreiter and K. Obermayer. Nonlinear feature selection with the potential support vector machine. In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Feature Extraction: Foundations and Applications, pages 419-438. Springer Publishers, 2006.

Publications in Conference Proceedings

• K. Adiloglu and K. Obermayer. Melodic topologies. In Proceedings of the International Computer Music Conference, pages 111-114, New Orleans, USA, 2006.

• J. Mohr, I. Puls, J. Wrase, S. Hochreiter, A. Heinz, and K. Obermayer. P-SVM variable selection for discovering dependencies between genetic and brain imaging data. In IJCNN 2006 Conference Proceedings, pages 5020-5027, 2006.
  (FTP PDF, 190 kb)

• S. Seo and K. Obermayer. Dynamic hyperparameter scaling method for LVQ algorithms. In IJCNN 2006 Conference Proceedings, pages 3196-3203, 2006.
  (Abstract HTML) (FTP PDF, 222 kb)

• R. Vollgraf and K. Obermayer. Sparse optimization for second order kernel methods. In IJCNN 2006 Conference Proceedings, pages 145-152, 2006.
  (Abstract HTML) (FTP PDF, 1188 kb)

Selected Abstracts

• J. Sharma, B. Cronin, K. Wimmer, K. Körding, J. Schummers, K. Obermayer, and M. Sur. Dissociation of stimulus-driven and attention-driven activity in macaque primary visual cortex. In Computational and Systems Neuroscience, 2006.

• J. Young, B. Dreher, and K. Obermayer. Retinal lesion-induced receptive field reorganization in primary visual cortex is spike timing dependent. In Computational and Systems Neuroscience, 2006.

• J. Young, B. Dreher, and K. Obermayer. Sensitivity to causality evident in patterns of topographic reorganisation in cat visual cortex. In Computational and Systems Neuroscience, 2006.

Theses and Technical Reports

• S. Grünewälder and K. Obermayer. Optimality of LSTD and its relation to TD and MC. Technical report, Berlin University of Technology, 2006.
  (Abstract HTML) (FTP Gzipped PostScript, 30 pages, 327 kb)