Abstract
This paper further studies the global exponential stability of the equilibrium point of the delayed bidirectional associative memory (DBAM) neural networks with impulse effects. Several results characterizing the aggregated effects of impulse and dynamical property of the impulse-free DBAM on the exponential stability of the considered DBAM have been established. It is shown that the impulsive DBAM will preserve the global exponential stability of the impulse-free DBAM even if the impulses have enlarging effects on the states of neurons. © 2009 World Scientific Publishing Company.
| Original language | English |
|---|---|
| Pages (from-to) | 3503-3513 |
| Journal | Modern Physics Letters B |
| Volume | 23 |
| Issue number | 29 |
| DOIs | |
| Publication status | Published - 20 Nov 2009 |
| Externally published | Yes |
Bibliographical note
Publication details (e.g. title, author(s), publication statuses and dates) are captured on an “AS IS” and “AS AVAILABLE” basis at the time of record harvesting from the data source. Suggestions for further amendments or supplementary information can be sent to [email protected].Funding
This work was supported in part by NCET-06-0764, NSFC 60974020 and China Postdoctoral Science Special Foundation.
Research Keywords
- Delayed bidirectional associative memory (DBAM)
- Exponential stability
- Halanay-type inequality
- Impulse
- Neural networks
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