ICANN
2010
Springer
13 years 4 months ago
2010
Springer
We propose a data structure that decreases complexity of unsupervised competitive learning algorithms which are based on the growing cells structures approach. The idea is based on...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
In previous work, we have developed a "Glance-Look" model, which has replicated a broad profile of data on the semantic Attentional Blink (AB) task and characterized how ...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
Deep autoencoder networks have successfully been applied in unsupervised dimension reduction. The autoencoder has a "bottleneck" middle layer of only a few hidden units, ...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
We discuss the problem of overfitting of probabilistic neural networks in the framework of statistical pattern recognition. The probabilistic approach to neural networks provides a...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
Independent Component Analysis (ICA) is a statistical computation method that transforms a random vector in another one whose components are independent. Because the marginal distr...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
Abstract. Developing superior artificial board-game players is a widelystudied area of Artificial Intelligence. Among the most challenging games is the Asian game of Go, which, des...
ICANN
2010
Springer
13 years 4 months ago
2010
Springer
This paper addresses the problem of lip segmentation in color space, which is a crucial issue to the success of a lip-reading system. We present a new segmentation approach to lip ...