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Almost periodic solutions for neutral-type neural networks with the delays in the leakage term on time scales
- Source :
- Mathematical Methods in the Applied Sciences. 39:4297-4310
- Publication Year :
- 2016
- Publisher :
- Wiley, 2016.
-
Abstract
- In this paper, a class of neutral-type neural networks with delays in the leakage term on time scales are considered. By using the Banach fixed point theorem and the theory of calculus on time scales, some sufficient conditions are obtained for the existence and exponential stability of almost periodic solutions for this class of neural networks. The results of this paper are new and complementary to the previously known results. Finally, an example is presented to illustrate the effectiveness of our results. Copyright © 2016 John Wiley & Sons, Ltd.
- Subjects :
- 0209 industrial biotechnology
Class (set theory)
Artificial neural network
Banach fixed-point theorem
General Mathematics
General Engineering
02 engineering and technology
Type (model theory)
Term (time)
020901 industrial engineering & automation
Exponential stability
Control theory
0202 electrical engineering, electronic engineering, information engineering
Applied mathematics
020201 artificial intelligence & image processing
Leakage (electronics)
Mathematics
Subjects
Details
- ISSN :
- 01704214
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Mathematical Methods in the Applied Sciences
- Accession number :
- edsair.doi...........24215080c376ee2e354c5047b425e0bc