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Publications of the year 2004
[ Journals |
Book Chapters |
Conf. Proceedings |
Selected Abstracts |
Theses and Tech. Reports ]
Publications in Journals
- J. Kanev, G. Wenning, and
K. Obermayer.
Approximating the response-stimulus correlation for the integrate and fire
neuron.
Neurocomputing, 58-60:47-52, 2004.
(Abstract HTML)
(FTP PDF, 210 kb)
- J. Mohr, A. Hess, M. Scholz,
and K. Obermayer.
A method for the automatic segmentation autoradiographic image stacks and
spatial normalization of functional cortical activity data.
J. Neurosci. Methods, 134:45-58, 2004.
(Abstract HTML)
(FTP Gzipped PDF, 2164 kb)
- S. Schmitt, J.-F. Evers,
C. Duch, M. Scholz, and K. Obermayer.
New methods for the computer-assisted 3D reconstruction of neurons from
confocal image stacks.
NeuroImage, 23:1283-1298, 2004.
(Abstract HTML)
(FTP PDF, 3827 kb)
- I. Schwetz, G. Gruhler,
and K. Obermayer.
Stationarity of speech radiation: consequences for linear multichannel
filtering.
IEEE Trans. Speech Audio Proc., 12:460-467, 2004.
(Abstract HTML)
(FTP PDF, 881 kb)
- S. Seo and K. Obermayer.
Self-organizing maps and clustering methods for matrix data.
Neural Networks Special Issue, 17:1211-1229, 2004.
Unfortunately, there are some typos in the equation (11)-(13) of this paper.
Please see the file ERRATUM for the correction.
(Abstract HTML)
(FTP PDF, 432 kb)
Publications in Books
- S. Hochreiter and
K. Obermayer.
Gene selection for microarray data.
In B. Schölkopf, K. Tsuda, and J.-P. Vert, editors, Kernel Methods in
Computational Biology, pages 319-356. MIT Press, Cambridge,
Massachusetts, 2004.
(Abstract HTML)
(FTP Gzipped PostScript, 52 pages, 374 kb)
- H. Purwins, T. Graepel, and
K. Obermayer.
Correspondence analysis of pitch class, key, and composer.
In G. Mazzola, T. Noll, and E. Luis-Puebla, editors, Perspectives of
Mathematical and Computational Music Theory, pages 432-454.
Epos-Verlag, 2004.
Publications in Conference Proceedings
- K. Adiloglu and
K. Obermayer.
An evolutionary approximation of the similarity neighborhood model for the
melodic segmentation.
In Proceedings of the 4th Interantional Conference on Understanding and
Creating Music, 2004.
CD-ROM.
- A. Garg, B. Bhaumik, and
K. Obermayer.
The balance between excitation and inhibition not only leads to variable
discharge of cortical neurons but also to contrast invariant orientation
tuning.
In Lecture Notes in Computer Science, volume 3316, pages 90-95.
Springer-Verlag, 2004.
- A. Garg, B. Bhaumik, and
K. Obermayer.
Development of a simple cell preceptive field structure: A model based on
hetero-synaptic interactions.
In Lecture Notes in Computer Science, volume 3316, pages 64-68.
Springer-Verlag, 2004.
- R. Vollgraf, M. Scholz,
I. Meinertzhagen, and K. Obermayer.
Nonlinear filtering of electron micrographs by means of support vector
regression.
In Advances in Neural Information Processing Systems 16, pages
717-724, Cambridge, Massachusetts, 2004. MIT Press.
(Abstract HTML)
(FTP PDF, 451 kb)
Selected Abstracts
- O. Beck, M. Chistiakova,
K. Obermayer, and M. Volgushev.
Adaptation of synaptic connections to layer 2/3 pyramidal cells in rat visual
cortex.
In Soc. Neurosci. Abstr. 30, 2004.
CD-ROM.
(Abstract HTML)
- T. Hoch, G. Wenning, and
K. Obermayer.
Calculating the rate of information transmission through populations of
neurons.
In Soc. Neurosci. Abstr. 30, 2004.
CD-ROM.
(Abstract HTML)
- L. Schwabe and
K. Obermayer.
Orientation-specific attention and perceptual learning in recurrent network
models of the visual cortex.
In Soc. Neurosci. Abstr. 30, 2004.
CD-ROM.
(Abstract HTML)
- G. Wenning, P. Kallerhoff,
T. Hoch, and K. Obermayer.
Detection of pulses by integrate-and-fire neurons in a colored noise setting.
In Soc. Neurosci. Abstr. 30, 2004.
CD-ROM.
(Abstract HTML)
Theses and Technical Reports
- S. Hochreiter and
K. Obermayer.
Classification, regression, and feature selection on matrix data.
Technical report, Technische Universität Berlin, Fakultät für
Elektrotechnik und Informatik, 2004.
(revised December 2004).
(FTP PDF, 703 kb)
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