Title :
New learning strategies from the microscopic level of an artificial neural network
Author :
Joya, G. ; Frias, J.J. ; Mar Marin, M. ; Sandoval, F.
Author_Institution :
Dept. de Arquitectura y Tecnologia de Computadores y Electron., Malaga Univ., Spain
Abstract :
New learning strategies deduced from a microscopic level study of the weights space of an artificial neural network (ANN) are presented. These strategies improve the efficiency of learning algorithms, reducing the amount of patterns to be presented to the ANN.
Keywords :
learning (artificial intelligence); neural nets; artificial neural network; efficiency; learning algorithms; learning strategies; microscopic level; weights space;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19931182
