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IJCNN
2000
IEEE
14 years 2 months ago
Bi-Causal Recurrent Cascade Correlation
Recurrent neural networks fail to deal with prediction tasks which do not satisfy the causality assumption. We propose to exploit bi-causality to extend the Recurrent Cascade Corr...
Alessio Micheli, Diego Sona, Alessandro Sperduti
ICML
2000
IEEE
14 years 2 months ago
Using Knowledge to Speed Learning: A Comparison of Knowledge-based Cascade-correlation and Multi-task Learning
Cognitive modeling with neural networks unrealistically ignores the role of knowledge in learning by starting from random weights. It is likely that effective use of knowledge by ...
Thomas R. Shultz, François Rivest
INTERWORKING
2000
14 years 1 months ago
Design of a Multi-layer Bandwidth Broker Architecture
Internet is widely known for lacking any kind of mechanism for the provisioning of Quality of Service guarantees. The Internet community concentrates its efforts on the Bandwidth ...
George A. Politis, Petros Sampatakos, Iakovos S. V...
PAA
2000
13 years 10 months ago
On the Initialisation of Sammon's Nonlinear Mapping
: The initialisation of a neural network implementation of Sammon's mapping, either randomly or based on the principal components (PCs) of the sample covariance matrix, is exp...
Boaz Lerner, Hugo Guterman, Mayer Aladjem, Its'hak...
MATA
2000
Springer
107views Communications» more  MATA 2000»
14 years 1 months ago
Active Networks for IPv6 Communication Redirection
In this article, we propose an Active Network mechanism based on IPv6 to forward communications. Indeed, with the use of the Internet Protocol improvements in its version 6, especi...
Mouhamadou Lamine Diagne, Thomas Noël, Jean-J...