QUALITATIVE-ANALYSIS OF THE PARALLEL AND ASYNCHRONOUS MODES OF THE HAMMING NETWORK

Authors
KOUTROUMBAS K KALOUPTSIDIS N
Citation
K. Koutroumbas et N. Kalouptsidis, QUALITATIVE-ANALYSIS OF THE PARALLEL AND ASYNCHRONOUS MODES OF THE HAMMING NETWORK, IEEE transactions on neural networks, 5(3), 1994, pp. 380-391
Citations number
8
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
IEEE transactions on neural networks → ACNP
ISSN journal
10459227
Volume
5
Issue
3
Year of publication
1994
Pages
380 - 391
Database
ISI
SICI code
1045-9227(1994)5:3<380:QOTPAA>2.0.ZU;2-M
Abstract
In this paper convergence analysis of the parallel and deterministic a synchronous modes of operation for the Hamming network is carried out. Conditions ensuring convergence to a stable state in a finite number of steps are derived. An upper bound of the maximum number of steps th at is required to reach a stable state is obtained. Finally, a geometr ical interpretation of our results is obtained.