Sciweavers

Free Online Productivity Tools i2Speak i2Symbol i2OCR iTex2Img iWeb2Print iWeb2Shot i2Type iPdf2Split iPdf2Merge i2Bopomofo i2Arabic i2Style i2Image i2PDF iLatex2Rtf Sci2ools

31

ESANN
2004

favoriteEmaildiscussreport

107views Neural Networks» more ESANN 2004»

Theory and applications of neural maps

13 years 6 months ago

Theory and applications of neural maps

Download www.dice.ucl.ac.be

In this tutorial paper about neural maps we review the current state in theoretical aspects like mathematical treatment of convergence, ordering and topography, magnification and others. Therby we concentrate on two well-known examples: Self-Organizing Maps and Neural Gas. Moreover we briefly reflect outstanding applications showing the power of neural maps.

Thomas Villmann, Udo Seiffert, Axel Wismüller

Real-time Traffic

ESANN 2004 | ESANN 2007 | Neural Gas | Neural Maps | Self-organizing Maps |

claim paper

Related Content

» Of bits and wows A Bayesian theory of surprise with applications to attention

» Applications of the selforganising map to reinforcement learning

» A neural network approach to adaptive pattern analysis the deformable feature map

» Kernel map compression using generalized radial basis functions

» Neural Algebra and Consciousness A Theory of Structural Functionality in Neural Nets

» FPGATargeted Neural Architecture for Embedded Alertness Detection

» Towards Rough Neural Computing Based on Rough Membership Functions Theory and Application

» Neural networks and machine learning in bioinformatics theory and applications

» The application of ridge polynomial neural network to multistep ahead financial time serie...

Post Info
More Details (n/a)

Added	30 Oct 2010
Updated	30 Oct 2010
Type	Conference
Year	2004
Where	ESANN
Authors	Thomas Villmann, Udo Seiffert, Axel Wismüller

Comments (0)