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ESANN
2006
13 years 9 months ago
Outlier identification with the Harmonic Topographic Mapping
We review two versions of a topology preserving algorithm one of which we had previously [1] found to be more successful in defining smooth manifolds and tight clusters. In the con...
Marian Pena, Colin Fyfe
ESANN
2006
13 years 9 months ago
Iterative context compilation for visual object recognition
This contribution describes an almost parameterless iterative context compilation method, which produces feature layers, that are especially suited for mixed bottom-up top-down ass...
Jens Teichert, Rainer Malaka
ESANN
2001
13 years 9 months ago
Matching analogue hardware with applications using the Products of Experts algorithm
Probabilistic algorithms o er a means of computing that works with the grain of analogue hardware, rather than against it. This paper proposes the use of such an algorithm in appli...
Patrice Fleury, Robin Woodburn, Alan F. Murray
ESANN
2001
13 years 9 months ago
Constructive density estimation network based on several different separable transfer functions
Networks estimating probability density are usually based on radial basis function of the same type. Feature Space Mapping constructive network based on separable functions, optimi...
Wlodzislaw Duch, Rafal Adamczak, Geerd H. F. Dierc...
ESANN
2001
13 years 9 months ago
A stochastic and competitive network for the separation of sources
This paper presents an adaptive procedure for the linear and non-linear separation of signalswithnon-uniform,symmetricalprobabilitydistributions,basedonbothsimulatedannealing andco...
Carlos García Puntonet, Ali Mansour, Manuel...