Title :
Synchronization in an Array of Output-Coupled Boolean Networks With Time Delay
Author :
Jie Zhong ; Jianquan Lu ; Yang Liu ; Jinde Cao
Author_Institution :
Dept. of Math., Southeast Univ., Nanjing, China
Abstract :
This brief presents an analytical study of synchronization in an array of coupled deterministic Boolean networks (BNs) with time delay. Two kinds of models are considered. In one model, the outputs contain time delay, while in another one, the outputs do not. One restriction in this brief is that the state delay and output delay are restricted to be equal. By referring to the algebraic representations of logical dynamics and using the techniques of semitensor product of matrices, some necessary and sufficient conditions are derived for the synchronization of delay-coupled BNs. Examples including a practical epigenetic example are given for illustration.
Keywords :
Boolean functions; biology; delays; matrix algebra; synchronisation; tensors; logical dynamics algebraic representations; matrix semitensor product; necessary and sufficient conditions; output delay; output-coupled deterministic Boolean networks; state delay; synchronization; time delay; Arrays; Biological system modeling; Boolean functions; Delay effects; Delays; Manganese; Synchronization; Output-coupled Boolean networks (BNs); synchronization; time delay; time delay.;
Journal_Title :
Neural Networks and Learning Systems, IEEE Transactions on
DOI :
10.1109/TNNLS.2014.2305722