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research article

Blinking long-range connections increase the functionality of locally connected networks

Hasler, M  
•
Belykh, I  
2005
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Information processing with only locally connected networks such as cellular neural networks is advantageous for integrated circuit implementations. Adding long range connections can often enhance considerably their performance. It is sufficient to activate these connections randomly from time to time (blinking connections). This can be realized by sending packets on a communication network underlying the information processing network that is needed anyway for bringing information in and out of the locally connected network. We prove for the case of multi-stable networks that if the long-range connections are switched on and off sufficiently fast, the behavior of the blinking network is with high probability the same as the behavior of the time-averaged network. In the averaged network the blinking connections are replaced by fixed connections with low (average) coupling strength.

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Type
research article
DOI
10.1093/ietfec/e88-a.10.2647
Web of Science ID

WOS:000232840300023

Author(s)
Hasler, M  
Belykh, I  
Date Issued

2005

Published in
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Volume

E88-A

Issue

10

Start page

2647

End page

2655

Subjects

Networks

•

CNN

•

Blinking connection

•

Multistable system

•

Averaging

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LANOS  
Available on Infoscience
August 25, 2006
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/233802
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