IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning of new neuron model based on geometric mean with new error metrics

2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)

Author(s): M. Shiblee ; B. Chandra ; P.K. Kalra
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Singapore, Singapore
Conference Date: 12 October 2008
Page(s): 1,122 - 1,127
ISBN (CD): 978-1-4244-2384-2
ISBN (Paper): 978-1-4244-2383-5
ISSN (Paper): 1062-922X
DOI: 10.1109/ICSMC.2008.4811432
Regular:

The paper proposes new neuron architecture for Neural Network models with an aggregation function based on geometric mean of all inputs. This new neuron model gives better accuracy compared to... View More

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