768 search results - page 54 / 154 » Information Geometry of Neural Networks |
160
Voted
BMCBI
2004
15 years 3 months ago
2004
Background: Microarray experiments are becoming a powerful tool for clinical diagnosis, as they have the potential to discover gene expression patterns that are characteristic for...
137
Voted
ICANN
2009
Springer
15 years 8 months ago
2009
Springer
This paper proposes a spiking neural network (SNN) of the mammalian auditory midbrain to achieve binaural multiple sound source localisation. The network is inspired by neurophysio...
106
Voted
ICANN
2005
Springer
15 years 9 months ago
2005
Springer
We describe a kernel method which uses the maximization of Onicescu’s informational energy as a criteria for computing the relevances of input features. This adaptive relevance d...
126
Voted
IWANN
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper presents a comparison between direct and recursive prediction strategies. In order to perform the input selection, an approach based on mutual information is u...
124
Voted
ICANN
2007
Springer
15 years 10 months ago
2007
Springer
As a causality criterion we propose the conditional relative entropy. The relationship with information theoretic functionals mutual information and entropy is established. The con...