DocumentCode
3471346
Title
A design strategy for logical neural networks
Author
Stonham, T.J. ; Al-Alawi, R.
Author_Institution
Dept. of Electr. Eng., West London Univ., Uxbridge, UK
fYear
1993
fDate
1-3 Aug. 1993
Firstpage
355
Lastpage
358
Abstract
The functionality of a neural network determines the generalization properties. Multilayer networks have a restricted functionality. This is determined by the topology of the network and, in particular, the number of nodes and the method of interconnection. The authors present a strategy whereby a given logical neural network structure can be evaluated in order to determine whether it will support the functionality implied by a given training set.<>
Keywords
formal logic; network topology; neural nets; design; functionality; logical neural networks; network topology; nodes; Circuit topology; Logic; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Engineering, 1991., IEEE International Conference on
Conference_Location
Dayton, OH, USA
Print_ISBN
0-7803-0173-0
Type
conf
DOI
10.1109/ICSYSE.1991.161151
Filename
161151
Link To Document