๐”– Bobbio Scriptorium
โœฆ   LIBER   โœฆ

Growing and pruning neural tree networks

โœ Scribed by Sakar, A.; Mammone, R.J.


Book ID
119771906
Publisher
IEEE
Year
1993
Tongue
English
Weight
981 KB
Volume
42
Category
Article
ISSN
0018-9340

No coin nor oath required. For personal study only.


๐Ÿ“œ SIMILAR VOLUMES


On rule pruning using fuzzy neural netwo
โœ Nikhil R. Pal; Tandra Pal ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 815 KB

Shann and Fu (SF) proposed a fuzzy neural network (FNN) for role pruning in a fuzzy controller. In this paper we first analyze the FNN of SF and discuss some of its limitations. SF attempted to eliminate redundant rules interpreting some of the connection weights as certainty factors of rules. In th

Subset-based training and pruning of sig
โœ Guian Zhou; J. Si ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 170 KB

In the present paper we develop two algorithms, subset-based training (SBT) and subset-based training and pruning (SBTP), using the fact that the Jacobian matrices in sigmoid network training problems are usually rank deficient. The weight vectors are divided into two parts during training, accordin