Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
9824469 | Annals of Nuclear Energy | 2005 | 17 Pages |
Abstract
In the attainment of the above results, the geometric interpretation of the mapping performed by the network, propounded in Part I of this work, has provided a reasoned choice of the most critical free parameter, i.e., the number f of nodes of the bottleneck layer, thus allowing a deep understanding of the network functioning and also avoiding the traditional and troubling procedure of selection by trial-and-error. The theoretical basis of this analysis, discussed in details in the companion paper, is founded on the idea of dimension and in particular of fractal dimension, which has been used as a numerical estimator of f.
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Authors
M. Marseguerra, A. Zoia,