Browse all publications by topic
Browse all publications by year
Publications of the year 19xx
[ Journals |
Book Chapters |
Conf. Proceedings |
Selected Abstracts |
Theses and Tech. Reports ]
Publications in Journals
- P. Adorjan, G. Barna,
P. Erdi, and K. Obermayer.
A statistical neural field approach to orientation selectivity.
Neurocomputing, 26-27:313-318, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 95 kb)
- P. Adorjan, J. B. Levitt,
J. S. Lund, and K. Obermayer.
A model for the intracortical origin of orientation preference and tuning in
macaque striate cortex.
Visual Neurosci., 16:303-318, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 34 pages, 274 kb)
- P. Adorjan,
C. Piepenbrock, and K. Obermayer.
Contrast adaptation and infomax in visual cortical neurons.
Rev. Neurosci., 10:181-200, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 31 pages, 116 kb)
- U. Bauer, M. Scholz,
J. Levitt, K. Obermayer, and J. Lund.
A model for the depth-dependence of receptive field size and contrast
sensitivity of cells in layer 4C of macaque striate cortex.
Vision Res., 39:613-629, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 33 pages, 160 kb)
- T. Graepel and
K. Obermayer.
A self-organizing map for proximity data.
Neural Comput., 11:139-155, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 17 pages, 87 kb)
- C. Piepenbrock
and K. Obermayer.
Effects of lateral competition in the primary visual cortex on the development
of topographic projections and ocular dominance maps.
Neurocomputing, 26-27:477-482, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 84 kb)
- M. Stetter and
K. Obermayer.
Simulation of scanning laser techniques for optical imaging of blood-related
intrinsic signals.
J. Opt. Soc. Am. A, 16:58-70, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 46 pages, 98 kb)
- K. Brunner, M. Kussinger,
M. Stetter, and E. W. Lang.
A neural network model for the emergence of grating cells.
Biol. Cybern., 78:389-97, 1998.
(Abstract HTML)
- T. Graepel, M. Burger, and
K. Obermayer.
Self-organizing maps: generalizations and new optimization techniques.
Neurocomputing, 20:173-190, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 21 pages, 116 kb)
- M. Stetter, E. W. Lang, and
K. Obermayer.
Unspecific long-term potentiation can evoke functional segregation in a model
of area 17.
NeuroReport, 9:2697-2702, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 15 pages, 397 kb)
- T. Graepel, M. Burger, and
K. Obermayer.
Phase transitions in stochastic self-organizing maps.
Phys. Rev. E, 56:3876-3890, 1997.
(Abstract HTML)
- K. Obermayer and
G. G. Blasdel.
Singularities in primate orientation maps.
Neural Comput., 9:555-576, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 19 pages, 150 kb)
- C. Piepenbrock,
H. Ritter, and K. Obermayer.
The joint development of orientation and ocular dominance: role of
constraints.
Neural Comput., 9:959-970, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 11 pages, 48 kb)
- C. Weber, H. Ritter, J. Cowan,
and K. Obermayer.
Development and regeneration of the retinotectal map in goldfish: a
computational study.
Phil. Trans. Roy. Soc. Lond. B, 352:1603-1623, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 36 pages, 157 kb)
- C. Piepenbrock,
H. Ritter, and K. Obermayer.
Linear correlation-based learning models require a two-stage process for the
development of orientation and ocular dominance.
Neur. Proc. Lett., 3:1-7, 1996.
(Abstract HTML)
(FTP Gzipped PostScript, 9 pages, 62 kb)
- G. G. Blasdel, K. Obermayer,
and L. Kiorpes.
Organization of ocular dominance and orientation columns in the striate cortex
of neonatal macaque monkeys.
Vis. Neurosci., 12:589-603, 1995.
(Abstract HTML)
- E. Erwin, K. Obermayer, and
K. Schulten.
Models of orientation and ocular dominance columns in the visual cortex: a
critical comparison.
Neural Comput., 7:425-468, 1995.
(Abstract HTML)
(FTP Gzipped PostScript, 55 pages, 111 kb)
- K. Obermayer.
Mathematical models of neural development.
Futura, 10:72-87, 1995.
- K. Obermayer,
T. Sejnowski, and G. G. Blasdel.
Neural pattern formation via a competitive Hebbian mechanism.
Behav. Brain Res., 66:151-160, 1995.
- G. G. Blasdel and
K. Obermayer.
Strategies of scene segmentation suggested by patterns of orientation
preference in monkey visual cortex.
Neur. Netw., 7:865-881, 1994.
- K. Obermayer and
G. G. Blasdel.
Geometry of orientation and ocular dominance columns in monkey striate cortex.
J. Neurosci., 13:4114-4129, 1993.
- E. Erwin, K. Obermayer, and
K. Schulten.
Self-organizing maps: ordering, convergence properties and energy functions.
Biol. Cybern., 67:47-55, 1992.
(Abstract HTML)
(FTP Gzipped PostScript, 26 pages, 84 kb)
- E. Erwin, K. Obermayer, and
K. Schulten.
Self-organizing maps: stationary states, metastability and convergence rate.
Biol. Cybern., 67:35-45, 1992.
(Abstract HTML)
(FTP Gzipped PostScript, 32 pages, 123 kb)
- K. Obermayer, G. G.
Blasdel, and K. Schulten.
A statistical mechanical analysis of self-organization and pattern formation
during the development of visual maps.
Phys. Rev. A, 45:7568-89, 1992.
- K. Obermayer, H. Ritter,
and K. Schulten.
A model for the development of the spatial structure of retinotopic maps and
orientation columns.
IEICE T Fune, 75A:537-545, 1992.
Publications in Books
- R. Herbrich, M. Keilbach,
T. Graepel, P. Bollmann-Sdorra, and K. Obermayer.
Neural networks in economics: Background, applications and new developments.
In Advances in Computational Economics: Computational Techniques for
Modelling Learning in Economics, volume 11, pages 169-196. Kluwer
Academics, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 27 pages, 102 kb)
- H. Ritter, K. Obermayer, and
J. Rubner.
Self-organizing maps and adaptive filters.
In Physics of Neural Networks, pages 281-306. Springer, New York,
1991.
Publications in Conference Proceedings
- P. Adorjan and
K. Obermayer.
Contrast adaptation in simple cells by changing the transmitter release
probability.
In Advances in Neural Information Processing Systems 11, pages
76-82, Cambridge, Massachusetts, 1999. MIT Press.
(Abstract HTML)
(FTP Gzipped PostScript, 7 pages, 37 kb)
- H. Bartsch, M. Stetter, and
K. Obermayer.
On the influence of threshold variability in a model of the visual cortex.
In Artificial Neural Networks - ICANN 99, pages 73-78, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 59 kb)
- A. Dima, M. Scholz, and
K. Obermayer.
Semi-automatic quality determination of 3D confocal microscope scans of
neuronal cells denoised by 3D-wavelet shrinkage.
In H. H. Szu, editor, Wavelet Applications VI - Proceedings of the
SPIE, volume 3723, pages 446-457, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 12 pages, 688 kb)
- T. Graepel, R. Herbrich,
P. Bollmann-Sdorra, and K. Obermayer.
Classification on pairwise proximity data.
In Advances in Neural Information Processing Systems 11, pages
438-444, Cambridge, Massachusetts, 1999. MIT Press.
(Abstract HTML)
(FTP Gzipped PostScript, 7 pages, 65 kb)
- T. Graepel, R. Herbrich,
B. Schölkopf, A. Smola, P. Bartlett, K. R. Müller, K. Obermayer, and
R. Williamson.
Classification on proximity data with LP-machines.
In 9th International Conference on Artificial Neural Networks -
ICANN99, pages 304-309, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 42 kb)
- M. Hasenjäger,
H. Ritter, and K. Obermayer.
Active data selection for fuzzy topographic mapping of proximities.
In Brewka G., Der R., Gottwald S., and Schierwagen A., editors,
Fuzzy-Neuro Systems 1999 - Computational Intelligence, pages
93-104, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 11 pages, 78 kb)
- M. Hasenjäger,
H. Ritter, and K. Obermayer.
Active topographic mapping of proximities.
In 9th International Conference on Artificial Neural Networks -
ICANN99, pages 952-957, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 67 kb)
- R. Herbrich, T. Graepel,
and K. Obermayer.
Support vector learning for ordinal regression.
In 9th International Conference on Artificial Neural Networks -
ICANN99, pages 97-102, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 40 kb)
- R. Pielot, M. Scholz,
K. Obermayer, E. Gundelfinger, and A. Hess.
Optimiertes warping durch gewichtete summen von verschiebungsvektoren - eine
neue methode zur reduktion von interindividuellen variabilitäten von
hirndaten.
In H. Evers, G. Glombitza, T. Lehmann, and H. Meinzer, editors,
Bildverarbeitung für die Medizin, pages 417-421.
Springer-Verlag Heidelberg, 1999.
- C. Piepenbrock
and K. Obermayer.
The role of lateral cortical competition in ocular dominance development.
In Advances in Neural Information Processing Systems 11, pages
139-145, Cambridge, Massachusetts, 1999. MIT Press.
(Abstract HTML)
(FTP Gzipped PostScript, 7 pages, 92 kb)
- I. Schießl,
M. Stetter, J. E. W. Mayhew, S. Askew, N. McLoughlin, J. B. Levitt, J. S.
Lund, and K. Obermayer.
Blind separation of spatial signal patterns from optical imaging records.
In ICA99 - International workshop on Idependent Component Analysis and
Blind Source Separation, pages 179-184, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 729 kb)
- C. Weber and
K. Obermayer.
Orientation selective cells emerge in a sparsely coding boltzmann machine.
In Artificial Neural Networks - ICANN 99, pages 286-291, 1999.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 61 kb)
- U. Bauer, M. Scholz, J. B.
Levitt, J. S. Lund, and K. Obermayer.
Influence of recurrent excitation and inhibition on receptive field size and
contrast sensitivity in layer 4C of macaque striate cortex.
In W. Gerstner, A. Germond, M. Hasler, and J. Nicoud, editors, Artificial
Neural Networks - ICANN 98, volume 2, pages 949-954. Springer-Verlag,
1998.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 80 kb)
- M. Burger, T. Graepel, and
K. Obermayer.
An annealed self-organizing map for source channel coding.
In Advances in Neural Information Processing Systems 10, pages
430-436, Cambridge, Massachusetts, 1998. MIT Press.
(Abstract HTML)
(FTP Gzipped PostScript, 7 pages, 584 kb)
- P. Erdi, A. Kepecs, M. Lengyel,
K. Obermayer, and Z. Szatmary.
Dynamics of the hippocampus: multiple strategies.
In Proceedings of the ICONIP 98 Conference, Kitakyushu, volume 2,
pages 777-780, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 4 pages, 86 kb)
- T. Graepel and
K. Obermayer.
Fuzzy topographic kernel clustering.
In W. Brauer, editor, Proceedings of the 5th GI Workshop Fuzzy Neuro
Systems, pages 90-97, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 8 pages, 69 kb)
- A. Kuzmanovski,
M. Stellmacher, and K. Obermayer.
A new algorithm for the evaluation of PTV data using point matching distance
mesaures and deterministic annealing.
In Proc. Int. Symp. on Appl. of Laser Techniques to Fluid
Mechanics, pages 10.4.1-10.4.6, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 203 kb)
- M. Stetter, P. Adorjan,
H. Bartsch, and K. Obermayer.
Modelling contrast adaptation and contextual effects in primary visual cortex.
In Proceedings of the ICONIP 98 Conference, Kitakyushu, volume 2,
pages 669-672, 1998.
(Abstract HTML)
(FTP Gzipped PostScript, 4 pages, 55 kb)
- H. Bartsch, M. Stetter, and
K. Obermayer.
A model for orientation tuning and contextual effects of orientation selective
receptive fields.
In W. Gerstner, A. Germond, M. Hasler, and J. Nicoud, editors, Artificial
Neural Networks - ICANN 97, pages 237-242. Springer-Verlag, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 53 kb)
- U. Bauer, P. Adorjan,
M. Scholz, J. B. Levitt, J. S. Lund, and K. Obermayer.
On the anatomical basis of field size, contrast sensitivity, and orientation
selectivity in macaque striate cortex: a model study.
In W. Gerstner, A. Germond, M. Hasler, and J. Nicoud, editors, Artificial
Neural Networks - ICANN 97, pages 213-218. Springer-Verlag, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 61 kb)
- M. Burger, T. Graepel, and
K. Obermayer.
Phase transitions in soft topographic vector quantization.
In W. Gerstner, A. Germond, M. Hasler, and J. Nicoud, editors, Artificial
Neural Networks - ICANN 97, pages 619-624. Springer-Verlag, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 71 kb)
- T. Graepel, M. Burger, and
K. Obermayer.
Deterministic annealing for topographic vector quantization and self-organizing
maps.
In T. Kohonen, editor, Proceedings of the Workshop on Self-Organizing
Maps - WSOM 97, pages 345-350, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 101 kb)
- M. Stetter, E. W. Lang, and
K. Obermayer.
Synapse clustering can drive simultaneous ON-OFF and ocular dominance
segregation in a model of area 17.
In W. Gerstner, A. Germond, M. Hasler, and J. Nicoud, editors, Artificial
Neural Networks - ICANN 97, pages 189-194. Springer-Verlag, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 79 kb)
- M. Südholt,
C. Piepenbrock, K. Obermayer, and P. Pepper.
Solving large systems of differential equations using convolutions by
transformation.
In IFIP Working Conference on Algorithmic Languages and Calculi.
Chapman & Hall, 1997.
(Abstract HTML)
(FTP Gzipped PostScript, 28 pages, 99 kb)
- C. Piepenbrock,
H. Ritter, and K. Obermayer.
Cortical map development driven by spontaneous retinal activity waves.
In C. Malsburg, W. von Seelen, and B. Sendhoff, editors, Artificial
Neural Networks - ICANN 96, pages 427-432, 1996.
(Abstract HTML)
(FTP Gzipped PostScript, 6 pages, 47 kb)
- E. Erwin, K. Obermayer, and
K. Schulten.
A critical comparison of models for orientation and ocular dominance columns in
the striate cortex.
In G. Tesauro, D. S. Touretzky, and T. K. Leen, editors, Advances in
Neural Information Processing Systems 7, pages 93-100. MIT Press,
1995.
- C. Weber, H. Ritter, J. Cowan,
and K. Obermayer.
A model for intrinsic and activity dependent mechanisms underlying the
regeneration of the retinotectal map in goldfish.
In Artificial Neural Networks - ICANN 95, volume 2, pages
491-496, 1995.
(Abstract HTML)
(FTP Gzipped PostScript, 7 pages, 304 kb)
- K. Obermayer, L. Kiorpes,
and G. G. Blasdel.
Development of orientation and ocular dominance columns in infant macaques.
In Advances in Neural Information Processing Systems 6, pages
543-550. Morgan Kaufmann Publishers, 1994.
- E. Erwin, K. Obermayer, and
K. Schulten.
A comparison of models of visual cortical map formation.
In F. Eeckman and J. Bower, editors, Computation and Neural
Systems, pages 395-402. Kluwer Academic Publishers, 1993.
(Abstract HTML)
(FTP Gzipped PostScript, 8 pages, 113 kb)
- E. Erwin, K. Obermayer, and
K. Schulten.
Formation and variability of somatotopic maps with topological mismatch.
In S. Sayegh, editor, Proceedings of the 4th International Conference on
Neural Networks, pages 115-26, 1992.
- K. Obermayer.
Neural pattern formation and self-organizing maps.
In Annales de Groupe CARNAC 5, pages 91-104, 1992.
- K. Obermayer,
K. Schulten, and G. G. Blasdel.
A comparison of a neural network model for the formation of brain maps with
experimental data.
In D. S. Touretzky and R. Lippman, editors, Advances in Neural
Information Processing Systems 4, pages 83-90. Morgan Kaufmann
Publishers, 1992.
- E. Erwin, K. Obermayer, and
K. Schulten.
Convergence properties of self-organizing maps.
In T. Kohonen et al., editors, Artificial Neural Networks I, pages
409-414. North Holland, 1991.
- K. Obermayer, G. G.
Blasdel, and K. Schulten.
A neural network model for the formation of the spatial structure of
retinotopic maps, orientation- and ocular dominance columns.
In T. Kohonen et al., editors, Artificial Neural Networks I, pages
505-511. North Holland, 1991.
- K. Obermayer, H. Ritter,
and K. Schulten.
Development and spatial structure of cortical feature maps: a model study.
In D. S. Touretzky and R. Lippman, editors, Advances in Neural
Information Processing Systems, volume 3, pages 11-17. Morgan
Kaufmann Publishers, 1991.
Selected Abstracts
- J. Mayhew, Y. Zheng,
D. Johnston, P. Coffey, J. Berwick, J. Porril, J. Stone, M. Stetter,
I. Schießl, and K. Obermayer.
Weak models in the analysis of optical imaging data: haemoglobin changes
following neural activity.
In Soc. Neurosci. Abstr. 25, page 1638, 1999.
(Abstract HTML)
- F. Model, M. Scholz, and
K. Obermayer.
Restoration of high-resolution confocal microscope images.
In Proceedings of the 27th Göttingen Neurobiology Conference,
page 908, 1999.
(FTP Gzipped PostScript, 1 pages, 26 kb)
- T. Otto, M. Scholz, C. G.
Galizia, R. Menzel, and K. Obermayer.
A neural network based tool for the automatic reconstruction of the olfactory
glomeruli in the antennal lobe of honeybees (apis mellifera).
In Proceedings of the 27th Göttingen Neurobiology Conference,
page 906, 1999.
(FTP Gzipped PostScript, 1 pages, 24 kb)
- S. Schmitt, T. Pfender,
C. Piepenbrock, and K. Obermayer.
A self-organizing map model for the representation of complex sounds in the
auditory cortex.
In Porceedings of the 27th Göttingen Neurobiology Conference,
page 900, 1999.
(FTP Gzipped PostScript, 1 pages, 45 kb)
- P. Adorjan, P. Buzas,
Z. Kisvarday, U. Eysel, and K. Obermayer.
Orientation specificity of excitatory and inhibitory connections in cat visual
cortex: Statistical analysis.
In European J. Neurosci., volume 10, page 234. European Forum of
Neuroscience ENA, 1998.
(Abstract HTML)
- A. Hilmann, S. Heller,
U. Roth, C. Piepenbrock, K. Obermayer, and K. Klar.
A graphical programming and simulation environment for integrate-and-fire
neuronal networks.
In European J. Neurosci., page 404. European Forum of Neuroscience
ENA, 1998.
(Abstract HTML)
- F. Model, M. Scholz, and
K. Obermayer.
A hybrid approach to 3D blind-deconvolution of high-resolution confocal
microscope images.
In Proceedings of the 26th Göttingen Neurobiology Conference,
page 780, 1998.
(Abstract HTML)
- T. Otto, M. Scholz,
G. Galizia, and K. Obermayer.
Automatic reconstruction of olfactory glomeruli from confocal image stacks.
In European J. Neurosci., volume 10, page 413. European Forum of
Neuroscience ENA, 1998.
(Abstract HTML)
- Z. Szatmary, M. Lengyel,
P. Erdi, and K. Obermayer.
Using temporal associations to model the development of place fields in a novel
environment.
In European J. Neurosci., volume 10, page 39. European Forum of
Neuroscience ENA, 1998.
(Abstract HTML)
Theses and Technical Reports
- U. Bauer.
Computational Models of Neural Circuitry in the Macaque Monkey Primary
Visual Cortex.
PhD thesis, Technical Faculty, University of Bielefeld, 1998.
|
