Multistability Analysis of Quaternion-Valued Neural Networks With Time Delays.

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ID: 90819
2018
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Ranked #24 of 56 articles by views in IEEE Transactions on Neural Networks and Learning Systems

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Abstract
This paper addresses the multistability issue for quaternion-valued neural networks (QVNNs) with time delays. By using the inequality technique, sufficient conditions are proposed for the boundedness and the global attractivity of delayed QVNNs. Based on the geometrical properties of the activation functions, several criteria are obtained to ensure the existence of equilibrium points, of which are locally stable. Two numerical examples are provided to illustrate the effectiveness of the obtained results.
Reference Key
song2018multistabilityieee Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Song, Qiankun;Chen, Xiaofeng;
Journal IEEE Transactions on Neural Networks and Learning Systems
Year 2018
DOI
10.1109/TNNLS.2018.2801297
URL
Keywords
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