ICANN
2003
Springer
14 years 7 months ago
2003
Springer
In independent component analysis problems, when we use a one-unit objective function to iteratively estimate several independent components, the uncorrelatedness between the indep...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
The development of microarray technology has supplied a large volume of data to many fields. In particular, it has been applied to prediction and diagnosis of cancer, so that it ex...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
We suggest a new approach to optimize the learning of sparse features under the constraints of explicit transformation symmetries imposed on the set of feature vectors. Given a set...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
We search for assignments of numbers to the amino acids (property codes) that maximize the autocorrelation function signal in given protein sequence data by an iterative method. Ou...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
Fuzzy relations as representational tools and fuzzy compositional operators as reasoning components, are user in this paper in order to represent knowledge expressed in semantic ru...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
Locally linear embedding (LLE) is a recently proposed method for unsupervised nonlinear dimensionality reduction. It has a number of attractive features: it does not require an ite...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
: This paper addresses the problem of emotion recognition in faces through an intelligent neuro-fuzzy system, which is capable of analysing facial features extracted following the ...
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
ICANN
2003
Springer
14 years 7 months ago
2003
Springer
Many activity dependent learning rules have been proposed in order to model long-term potentiation (LTP). Our aim is to derive a spike time dependent learning rule from a probabili...