Handwritten Digit Recognition by Elastic Matching

Autor: Majumder, Sagnik, von der Malsburg, C., Richhariya, Aashish, Bhanot, Surekha

A simple model of MNIST handwritten digit recognition is presented here. The model is an adaptation of a previous theory of face recognition. It realizes translation and rotation invariance in a principled way instead of being based on extensive lear

Externí odkaz: http://arxiv.org/abs/1807.09324

Concerning the Neuronal Code.

Autor: von der Malsburg, C.¹

Publikováno v: Journal of Cognitive Science. 2018, Vol. 19 Issue 4, p511-550. 40p.

How Patterned Neural Connections Can Be Set Up by Self-Organization

Autor: Willshaw, D. J., Von Der Malsburg, C.

Publikováno v: Proceedings of the Royal Society of London. Series B, Biological Sciences, 1976 Nov 01. 194(1117), 431-445.

Externí odkaz: https://www.jstor.org/stable/77138

GTM: A principled alternative to the self-organizing map

Autor: Bishop, Christopher M., Svens'en, M., Williams, Christopher K. I., von der Malsburg, C., von Selen, W., Vorbruggen, J. C., Sendhoff, B.

Publikováno v: NCRG/96/031

The Self-Organizing Map (SOM) algorithm has been extensively studied and has been applied with considerable success to a wide variety of problems. However, the algorithm is derived from heuristic ideas and this leads to a number of significant limita

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=core_ac_uk__::9a2b3e9dff097ec28c4c2135f26aa830
https://publications.aston.ac.uk/id/eprint/38364/1/NCRG_96_031.pdf

Group report: Vision - a case study in brain function

Autor: Hurlbert, A., Bülthoff, H., Glaser, D., Hepp, K., Logothetis, N., Martin, K., Maunsell, J., Mumford, D., Singer, W., Sporns, O., Ullman, S., von der Malsburg, C.

Publikováno v: Exploring brain functions: models in neuroscience: report of the Dahlem Workshop on Exploring Brain Functions: Models in Neuroscience
Dahlem Workshop Reports: Life Sciences Research Reports

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1874::815848a533e51996e86d4a6683d23173
https://hdl.handle.net/11858/00-001M-0000-0013-EDAE-C21.11116/0000-0006-0612-F