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NN
2002
Springer
224views Neural Networks» more  NN 2002»
13 years 10 months ago
Optimal design of regularization term and regularization parameter by subspace information criterion
The problem of designing the regularization term and regularization parameter for linear regression models is discussed. Previously, we derived an approximation to the generalizat...
Masashi Sugiyama, Hidemitsu Ogawa
NN
2008
Springer
143views Neural Networks» more  NN 2008»
13 years 8 months ago
A new nonlinear similarity measure for multichannel signals
We propose a novel similarity measure, called the correntropy coefficient, sensitive to higher order moments of the signal statistics based on a similarity function called the cro...
Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, ...
NECO
2011
13 years 5 months ago
Collective Stability of Networks of Winner-Take-All Circuits
The neocortex has a remarkably uniform neuronal organization, suggesting that common principles of processing are employed throughout its extent. In particular, the patterns of co...
Ueli Rutishauser, Rodney J. Douglas, Jean-Jacques ...
IWANN
2009
Springer
14 years 4 months ago
Integrating Graph-Based Vision Perception to Spoken Conversation in Human-Robot Interaction
In this paper we present the integration of graph-based visual perception to spoken conversation in human-robot interaction. The proposed architecture has a dialogue manager as the...
Wendy Aguilar, Luis A. Pineda
ACII
2005
Springer
14 years 3 months ago
Affective Touch for Robotic Companions
Abstract. As robotic platforms are designed for human robot interaction applications, a full body sense of touch, or “sensitive skin,” becomes important. The Huggable is a new ...
Walter Dan Stiehl, Cynthia Breazeal