RI UFLA (Universidade Federal de Lavras) >
Revistas UFLA >
Please use this identifier to cite or link to this item:
|Title: ||Synthesis of digital circuits with ability to generalize|
|???metadata.dc.creator???: ||Lacerda, Wilian Soares|
Braga, Antônio de Pádua
|Publisher: ||Editora da UFLA|
|Citation: ||LACERDA, W. S.; BRAGA, A. de P. Synthesis of digital circuits with ability to generalize. INFOCOMP: Journal of Computer Science, Lavras, v. 9, n. 2, p. 92-97, June 2010.|
|Abstract: ||A method for synthesis of digital hardware classification circuits is presented in this paper. The method works by first selecting data from the truth table that are important for generalization of the circuit. The selected subset is provided to a Boolean minimization algorithm (Espresso) that, by hypercube expansion, generates a classifier with a smoother separation surface between classes. The results show that obtained circuits have a generalization performance comparable to Support Vector Machines and Multilayer Perceptron.|
|Other Identifiers: ||http://www.dcc.ufla.br/infocomp/index.php/INFOCOMP/article/view/306|
|Appears in Collections:||Infocomp|
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.