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NN
2007
Springer

173views Neural Networks» more NN 2007»

An enhanced self-organizing incremental neural network for online unsupervised learning

13 years 7 months ago

An enhanced self-organizing incremental neural network (ESOINN) is proposed to accomplish online unsupervised learning tasks. It improves the self-organizing incremental neural ne...

Shen Furao, Tomotaka Ogura, Osamu Hasegawa

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26

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GLOBECOM
2007
IEEE

168views Communications» more GLOBECOM 2007»

Minimizing Distribution Cost of Distributed Neural Networks in Wireless Sensor Networks

14 years 2 months ago

Download s3lab.cs.okstate.edu

Abstract—This paper presents a novel study on how to distribute neural networks in a wireless sensor networks (WSNs) such that the energy consumption is minimized while improving...

Peng Guan, Xiaolin Li

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24

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IJCNN
2006
IEEE

85views Neural Networks» more IJCNN 2006»

Reducing Uncertainties in Neural Network Jacobians and Improving Accuracy of Neural Network Emulations with NN Ensemble Approach

14 years 1 months ago

Download polar.ncep.noaa.gov

—A new application of the NN ensemble technique to improve the accuracy and stability of the calculation of NN emulation Jacobians is presented. The term “emulation” is defin...

Vladimir M. Krasnopolsky

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20

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GECCO
2009
Springer

118views Optimization» more GECCO 2009»

The impact of network topology on self-organizing maps

14 years 2 months ago

Download www.inrialpes.fr

In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...

Fei Jiang, Hugues Berry, Marc Schoenauer

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23

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JCISD
2002

116views more JCISD 2002»

Neural Network Studies, 4. Introduction to Associative Neural Networks

13 years 7 months ago