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
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;
Conference_Titel :
Systems Engineering, 1991., IEEE International Conference on
Conference_Location :
Dayton, OH, USA
Print_ISBN :
0-7803-0173-0
DOI :
10.1109/ICSYSE.1991.161151
