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Titlebook: Artificial Neural Networks - ICANN 2008; 18th International C Véra Kůrková,Roman Neruda,Jan Koutník Conference proceedings 2008 Springer-Ve

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Aus der Vorgeschichte des Zeppelins,for function approximation tasks. The motivation of this method is based on the behavior of the hidden units and the complexity of the function to be approximated. The results obtained for 1-D and 2-D functions show that the proposed methodology improves the network performance, stabilizing the trai
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https://doi.org/10.1007/978-3-322-82267-3al classifiers. Application of proposed approach visibly improves the results compared to the case of training without postulated enhancements..Moreover, a new measure of distance between events in the pattern space is proposed and tested with . model. Numerical results are very promising and outper
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Sauerbruch und die NS-Forschung,red models in the context of reproducing kernel Hilbert spaces. In this setting the task of input selection is converted into the task of selecting functional components depending on one (or more) inputs. In turn the process of learning with embedded selection of such components can be formalized as
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/b/image/162630.jpg
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https://doi.org/10.1007/978-3-322-82267-3 without any prior models. Besides, we construct an efficient fixed-point algorithm for optimizing it by an approximate Newton’s method. Numerical experiments verify the effectiveness of the proposed method.
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