PERFORMANCE ANALYSIS OF A TWO-LEVEL POLLING CONTROL SYSTEM BASED ON LSTM AND ATTENTION MECHANISM FOR WIRELESS SENSOR NETWORKS

Performance analysis of a two-level polling control system based on LSTM and attention mechanism for wireless sensor networks

A continuous-time exhaustive-limited (K = 2) two-level polling control system is proposed to address the needs of increasing network scale, service volume and network performance prediction in the Internet of Things (IoT) and the Long Short-Term Memory (LSTM) network and an attention mechanism is used for its predictive analysis.First, the central

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Investigating the Mechanism of Action of Diketopiperazines Inhibitors of the Burkholderia cenocepacia Quorum Sensing Synthase CepI: A Site-Directed Mutagenesis Study

Quorum sensing (QS) is a bacterial intercellular communication process which controls the production of major virulence factors, such as proteases, siderophores, and toxins, as well as biofilm formation.Since the inhibition of this pathway reduces bacterial virulence, QS is considered a valuable candidate drug target, particularly for the treatment

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Treating Neurodegenerative Disease with Antioxidants: Efficacy of the Bioactive Phenol Resveratrol and Mitochondrial-Targeted MitoQ and SkQ

Growing evidence from neurodegenerative disease research supports an early pathogenic role for mitochondrial dysfunction in affected neurons that Hob Cover precedes morphological and functional deficits.The resulting oxidative stress and respiratory malfunction contribute to neuronal toxicity and may enhance the vulnerability of neurons to continue

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Intangible Heritage and Its Associative Objects as Exemplified by the Materiality of the Portable Material Culture of German Christmas Markets

Many aspects of intangible cultural heritage have associated objects of material culture that augment or enable aspects of intangible heritage to be exercised or emphasized.Christmas markets have been publicized Trail Camera as the quintessential event in Germany leading up to Christmas, with the over 2000 locations attracting large numbers of loca

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