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IJCNN
2006
IEEE
15 years 4 months ago
Classification by means of Evolutionary Product-Unit Neural Networks
César Hervás-Martínez, Franci...
ISDA
2006
IEEE
15 years 4 months ago
Modular Neural Network Task Decomposition Via Entropic Clustering
The use of monolithic neural networks (such as a multilayer perceptron) has some drawbacks: e.g. slow learning, weight coupling, the black box effect. These can be alleviated by t...
Jorge M. Santos, Luís A. Alexandre, Joaquim...
IDEAL
2004
Springer
15 years 3 months ago
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses
Neural networks have played an important role in intelligent medical diagnoses. This paper presents an Improved Constructive Neural Network Ensemble (ICNNE) approach to three medic...
Zhenyu Wang, Xin Yao, Yong Xu
FUZZY
2001
Springer
184views Fuzzy Logic» more  FUZZY 2001»
15 years 2 months ago
Handwritten Digit Recognition: A Neural Network Demo
Abstract. A handwritten digit recognition system was used in a demonstration project to visualize artificial neural networks, in particular Kohonen’s self-organizing feature map...
Berend-Jan van der Zwaag
ICRA
2000
IEEE
132views Robotics» more  ICRA 2000»
15 years 2 months ago
Neural Network Based Target Differentiation using Sonar for Robotics Applications
—This study investigates the processing of sonar signals using neural networks for robust differentiation of commonly encountered features in indoor robot environments. The neura...
Billur Barshan, Birsel Ayrulu, Simukai W. Utete