Articles with "global dissipativity" as a keyword



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Global dissipativity analysis of quaternion-valued memristor-based neural networks with proportional delay

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Published in 2018 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.09.030

Abstract: Abstract In this paper, the global dissipativity problem is investigated for the quaternion-valued memristor-based neural networks (QVMNNs) with proportional delay. Firstly, the mathematical model of QVMNNs is proposed, which is a challenging model due to… read more here.

Keywords: global dissipativity; quaternion valued; delay; proportional delay ... See more keywords
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Unified Analysis on the Global Dissipativity and Stability of Fractional-Order Multidimension-Valued Memristive Neural Networks With Time Delay.

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Published in 2021 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2021.3071183

Abstract: The unified criteria are analyzed on the global dissipativity and stability for the delayed fractional-order systems of multidimension-valued memristive neural networks (FSMVMNNs) in this article. First, based on the comprehensive knowledge about multidimensional algebra, fractional… read more here.

Keywords: multidimension valued; order; neural networks; dissipativity stability ... See more keywords