Title :
A geometrical approach to the analysis of the dynamical behavior of neural networks with simple piecewise linear limiters
Author :
Dehaene, Jeroen ; Vandewalle, Joos
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ. Leuven, Belgium
Abstract :
Neural networks with simple piecewise linear limiters are discussed. An approach to understanding the dynamical behavior of Hopfield-type and related models with these limiters is presented. The approach allows for a better intuitive understanding of the model and a good assessment of its possible applications
Keywords :
Hopfield neural nets; limiters; Hopfield-type neural nets; dynamical behavior; geometrical approach; simple piecewise linear limiters; Cellular neural networks; Electronic mail; Hopfield neural networks; Hypercubes; Neural networks; Neurons; Piecewise linear techniques; Solid modeling; State-space methods; Vectors;
Conference_Titel :
Cellular Neural Networks and their Applications, 1992. CNNA-92 Proceedings., Second International Workshop on
Conference_Location :
Munich
Print_ISBN :
0-7803-0875-1
DOI :
10.1109/CNNA.1992.274363
