Articles with "memristive complex" as a keyword



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Improved Results on Fixed-/Preassigned-Time Synchronization for Memristive Complex-Valued Neural Networks.

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

DOI: 10.1109/tnnls.2021.3070966

Abstract: This article concerns the problems of synchronization in a fixed time or prespecified time for memristive complex-valued neural networks (MCVNNs), in which the state variables, activation functions, rates of neuron self-inhibition, neural connection memristive weights,… read more here.

Keywords: time; time synchronization; neural networks; complex valued ... See more keywords
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Reachable Set Estimation for Memristive Complex-Valued Neural Networks With Disturbances.

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Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3167117

Abstract: This brief focuses on reachable set estimation for memristive complex-valued neural networks (MCVNNs) with disturbances. Based on algebraic calculation and Gronwall-Bellman inequality, the states of MCVNNs with bounded input disturbances converge within a sphere. From… read more here.

Keywords: reachable set; estimation memristive; neural networks; set estimation ... See more keywords