Multiclass Pattern Recognition Extension for the New C-Mantec Constructive Neural Network Algorithm

The new C-Mantec algorithm constructs compact neural network architectures for classsification problems, incorporating new features like competition between neurons and a built-in filtering stage of noisy examples. It was originally designed for tackling two class problems and in this work the exten...

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Bibliographic Details
Published in:	Cognitive computation Vol. 2; no. 4; pp. 285 - 290
Main Authors:	Subirats, José L., Jerez, José M., Gómez, Iván, Franco, Leonardo
Format:	Journal Article
Language:	English
Published:	New York Springer-Verlag 01-12-2010 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Biomedical and Life Sciences Biomedicine Classification Competition Computation by Abstract Devices Computational Biology/Bioinformatics Neural networks Neurons Neurosciences Pattern classification Pattern recognition Multiclass pattern recognition Supervised learning Neural networks
Online Access:	Get full text
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