IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
It has already been shown how Artificial Neural Networks (ANNs) can be incorporated into probabilistic models. In this paper we review some of the approaches which have been prop...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
The choice of transfer functions may strongly influence complexity and performance of neural networks used in classification and approximation tasks. A taxonomy of activation an...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
Any performance evaluation of broadband networks requires modeling of the actual network traffic. Since multimedia services and especially MPEG coded video streams are expected to...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
A self-organizing neural network for learning and recall of complex temporal sequences is proposed. we consider a single sequence with repeated items, or several sequences with a c...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
The aim of this work is to propose and discuss a technique which allows for classifying the defects found in metallic components on the basis of a non-destructive Remote-Field Edd...
IJCNN
2000
IEEE
14 years 4 months ago
2000
IEEE
In this paper we present the growing hierarchical self-organizing map. This dynamically growing neural network model evolves into a hierarchical structure according to the requirem...