DocumentCode
2969847
Title
Discrete parallel-sequential update of neural networks with adapting synapses
Author
Goles, Eric
Author_Institution
Dept. de Ingenieria Matematica, Chile Univ., Santiago, Chile
Volume
3
fYear
1993
fDate
25-29 Oct. 1993
Firstpage
2371
Abstract
We determine a parallel-sequential iteration starting from a configuration (x(0), A(0)) where A(0) is an n×n symmetric matrix and x(0) the activity vector of neurons. We prove that the dynamics is driven by a Lyapunov functional. Furthermore, some particular cases are analysed.
Keywords
Hopfield neural nets; Lyapunov methods; dynamics; iterative methods; matrix algebra; Lyapunov functional; activity vector; adapting synapses; discrete parallel-sequential update; dynamics; neural networks; parallel-sequential iteration; symmetric matrix; Automata; DH-HEMTs; Diffusion tensor imaging; Neural networks; Neurons; Symmetric matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN
0-7803-1421-2
Type
conf
DOI
10.1109/IJCNN.1993.714202
Filename
714202
Link To Document