IEEE - Institute of Electrical and Electronics Engineers, Inc. - A nonexclusive task decomposition method for modular neural networks

2010 International Joint Conference on Neural Networks (IJCNN)

Author(s): Alves, V.M.O. ; Cavalcanti, G.D.C.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Barcelona, Spain, Spain
Conference Date: 18 July 2010
Page(s): 1 - 6
ISBN (CD): 978-1-4244-6917-8
ISBN (Electronic): 978-1-4244-6918-5
ISBN (Paper): 978-1-4244-6916-1
ISSN (CD): 1098-7576
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2010.5596840
Regular:

Modular neural networks (MNNs) architectures have been developed aiming to outperform single neural nets. One of the main drawbacks in the construction of the MNNs is the task decomposition which... View More

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