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» Image classification using hybrid neural networks
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CIARP
2005
Springer
14 years 2 months ago
Non-supervised Classification of 2D Color Images Using Kohonen Networks and a Novel Metric
We describe the application of 1-Dimensional Kohonen Networks in the classification of color 2D images which has been evaluated in Popocatépetl Volcano’s images. The Popocatépe...
Ricardo Pérez-Aguila, Pilar Gómez-Gi...
ICPR
2010
IEEE
13 years 7 months ago
Classification of Polarimetric SAR Images Using Evolutionary RBF Networks
This paper proposes an evolutionary RBF network classifier for polarimetric synthetic aperture radar ( SAR) images. The proposed feature extraction process utilizes the full covar...
Ince Turker, Serkan Kiranyaz, Moncef Gabbouj
ICASSP
2011
IEEE
13 years 29 days ago
Arccosine kernels: Acoustic modeling with infinite neural networks
Neural networks are a useful alternative to Gaussian mixture models for acoustic modeling; however, training multilayer networks involves a difficult, nonconvex optimization that...
Chih-Chieh Cheng, Brian Kingsbury
ICONIP
1998
13 years 10 months ago
Genetic Algorithms for the Design of Fuzzy Neural Networks
The paper presents a methodology for designing the structure of a fuzzy neural network in a multi-modular connectionist system for classification purposes and illustrates the meth...
Michael J. Watts, Nikola K. Kasabov
ESOA
2006
14 years 28 days ago
Hybrid Multi-agent Systems: Integrating Swarming and BDI Agents
The individual agents that interact in a multi-agent system typically exist along a continuum ranging from heavyweight cognitive agents (often of the "BDI" type) to light...
H. Van Dyke Parunak, Paul Nielsen, Sven Brueckner,...