Title :
Sliding mode algorithm for training multilayer artificial neural networks
Author :
Parma, G.G. ; Menezes, B.R. ; Braga, A.P.
Author_Institution :
Dept. de Engenharia Eletronica, Univ. Fed. de Minas Gerais, Belo Horizonte, Brazil
fDate :
1/8/1998 12:00:00 AM
Abstract :
On-line learning algorithms for artificial neural networks (ANNs) are expected to adapt network parameters in order to face new control situations. A new on-line learning algorithm, based on sliding mode control (SMC) is presented. The results show that ANN inherits some of the advantages of SMC: high speed of learning and robustness
Keywords :
learning (artificial intelligence); neural nets; variable structure systems; artificial neural networks; multilayer ANN training; online learning algorithm; sliding mode algorithm;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19980062
