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IWINAC
2007
Springer
13 years 10 months ago
A First Approach to Birth Weight Prediction Using RBFNNs
Alberto Guillén, Ignacio Rojas Ruiz, Jes&ua...
IWINAC
2007
Springer
13 years 10 months ago
Requirements for Machine Lifelong Learning
A significant advance in inductive modelling are systems that retain learned knowledge and selectively transfer portions of that knowledge as a source of inductive bias. We defi...
Daniel L. Silver, Ryan Poirier
IWINAC
2007
Springer
13 years 10 months ago
Gaining Insights into Laser Pulse Shaping by Evolution Strategies
Abstract. We consider the numerical evolutionary optimization of dynamic molecular alignment by shaped femtosecond laser pulses. We study a simplified model of this quantum contro...
Ofer M. Shir, Joost N. Kok, Thomas Bäck, Marc...
IWINAC
2007
Springer
13 years 10 months ago
Evolving Robot Behaviour at Micro (Molecular) and Macro (Molar) Action Level
We investigate how it is possible to shape robot behaviour adopting a molecular or molar point of view. These two ways to approach the issue are inspired by Learning Psychology, wh...
Michela Ponticorvo, Orazio Miglino
IWINAC
2007
Springer
13 years 10 months ago
Optimal Cue Combination for Saliency Computation: A Comparison with Human Vision
The computer model of visual attention derives an interest or saliency map from an input image in a process that encompasses several data combination steps. While several combinati...
Alexandre Bur, Heinz Hügli
IWINAC
2007
Springer
13 years 10 months ago
Social Interaction in Robotic Agents Emulating the Mirror Neuron Function
Emergent interactions that are expressed by the movements of two agents are discussed in this paper. The common coding principle is used to show how the mirror neuron system may fa...
Emilia I. Barakova
IWINAC
2007
Springer
13 years 10 months ago
Morphisms of ANN and the Computation of Least Fixed Points of Semantic Operators
We consider a notion of morphism of neural networks and develop its properties. We show how, given any definite logic program P, the least fixed point of the immediate consequenc...
Anthony Karel Seda
IWINAC
2007
Springer
13 years 10 months ago
Brain Organization and Computation
Theories of how the brain computes can be differentiated in three general conceptions: the algorithmic approach, the neural information processing (neurocomputational) approach an...
Andreas Schierwagen
IWINAC
2007
Springer
13 years 10 months ago
Automatic Control of Video Surveillance Camera Sabotage
One of the main characteristics of a video surveillance system is its reliability. To this end, it is needed that the images captured by the videocameras are an accurate representa...
Pedro Gil-Jiménez, Roberto Javier Ló...
IWINAC
2007
Springer
13 years 10 months ago
EDNA: Estimation of Dependency Networks Algorithm
One of the key points in Estimation of Distribution Algorithms (EDAs) is the learning of the probabilistic graphical model used to guide the search: the richer the model the more ...
José A. Gámez, Juan L. Mateo, Jose M...