Title :
Structural adaptation based on a simple learning algorithm
Author :
Petridis, V. ; Paraschidis, K.
Author_Institution :
Dept. of Electr. Eng., Aristotelian Univ. of Thessaloniki, Greece
Abstract :
In this paper we present the results of a learning algorithm based on a recently developed algorithm (the so called feedforward algorithm) in conjuction with structural adaptation. Simulation results of training on random associations and on the two-spirals problem are presented for the proposed algorithm and the backpropagation algorithm.
Keywords :
feedforward neural nets; learning (artificial intelligence); feedforward algorithm; learning algorithm; neural nets; random associations; structural adaptation; two-spirals problem; Artificial neural networks; Backpropagation algorithms; Iterative algorithms; Search methods;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.713992
