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ICANN
2010
Springer
9 years 2 months ago
Tumble Tree - Reducing Complexity of the Growing Cells Approach
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...
Hendrik Annuth, Christian-A. Bohn
ICANN
2010
Springer
9 years 2 months ago
On the Fringe of Awareness: The Glance-Look Model of Attention-Emotion Interactions
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 ...
Li Su, Philip Barnard, Howard Bowman
ICANN
2010
Springer
9 years 2 months ago
Deep Bottleneck Classifiers in Supervised Dimension Reduction
Deep autoencoder networks have successfully been applied in unsupervised dimension reduction. The autoencoder has a "bottleneck" middle layer of only a few hidden units, ...
Elina Parviainen
ICANN
2010
Springer
9 years 2 months ago
Sentence Extraction by Graph Neural Networks
Donatella Muratore, Markus Hagenbuchner, Franco Sc...
ICANN
2010
Springer
9 years 2 months ago
Computational Properties of Probabilistic Neural Networks
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...
Jiri Grim, Jan Hora
ICANN
2010
Springer
9 years 2 months ago
How to Use the SOINN Software: User's Guide (Version 1.0)
Kazuhiro Yamasaki, Naoya Makibuchi, Furao Shen, Os...
ICANN
2010
Springer
9 years 2 months ago
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
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...
Jorge Igual, Jehad I. Ababneh, Raul Llinares, Juli...
ICANN
2010
Springer
9 years 2 months ago
Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients
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...
Mandy Grüttner, Frank Sehnke, Tom Schaul, J&u...
ICANN
2010
Springer
9 years 2 months ago
Automatic Segmentation of Color Lip Images Based on Morphological Filter
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 ...
Meng Li, Yiu-ming Cheung
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