Further results on controllability of recurrent neural networks

Authors
Sontag, ED Qiao, Y
Citation
Ed. Sontag et Y. Qiao, Further results on controllability of recurrent neural networks, SYST CONTR, 36(2), 1999, pp. 121-129
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
SYSTEMS & CONTROL LETTERS
ISSN journal
01676911 → ACNP
Volume
36
Issue
2
Year of publication
1999
Pages
121 - 129
Database
ISI
SICI code
0167-6911(19990215)36:2<121:FROCOR>2.0.ZU;2-2
Abstract
This paper studies controllability properties of recurrent neural networks. The new contributions are: (I) an extension of a previous result to a slig htly different model, (2) a formulation and proof of a necessary and suffic ient condition, and (3) an analysis of a low-dimensional case for which the hypotheses made in previous work do not apply. (C) 1999 Elsevier Science B .V. All rights reserved.