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Robust Synchronization of Time-Fractional Memristive Hopfield Neural Networks

We introduce and study robust synchronization of time-fractional Hopfield neural networks with memristive synapses and Hebbian learning. This novel model of artificial neural networks exhibits strong memory and long-range path dependence. By scaled group estimates and analysis of fractional differen...

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Hovedforfatter: Yuncheng You
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-01-01
Serier:Axioms
Fag:
fractional Hopfield neural network
robust synchronization
memristive coupling
Hebbian weight dynamics
synchronizing threshold condition
Online adgang:https://www.mdpi.com/2075-1680/15/1/37
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