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Human brain dynamics are shaped by rare long-range connections over and above cortical geometry.

Proc Natl Acad Sci U S A

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Centre for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona 08018, Spain.

A fundamental topological principle is that the container always shapes the content. In neuroscience, this translates into how the brain anatomy shapes brain dynamics. From neuroanatomy, the topology of the mammalian brain can be approximated by local connectivity, accurately described by an exponential distance rule (EDR).

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Cerebellar-driven cortical dynamics can enable task acquisition, switching and consolidation.

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Computational Neuroscience Unit, Intelligent Systems Labs, Faculty of Engineering, University of Bristol, Bristol, UK.

The brain must maintain a stable world model while rapidly adapting to the environment, but the underlying mechanisms are not known. Here, we posit that cortico-cerebellar loops play a key role in this process. We introduce a computational model of cerebellar networks that learn to drive cortical networks with task-outcome predictions.

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The ability to integrate semantic information into the context of a sentence is essential for human communication. Several studies have shown that the predictability of a final keyword based on the sentence context influences semantic integration on the behavioral, neurophysiological, and neural level. However, the architecture of the underlying network interactions for semantic integration across the lifespan remains unclear.

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The influence of caregiver's malaria-related knowledge on the use of insecticide-treated net among children under-five: a cross-sectional study.

Malar J

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Department of Health Administration and Education, Faculty of Health, Allied Sciences and Home Economics Education, University of Education, Winneba, Ghana.

Background: Malaria remains a critical public health challenge globally, particularly in sub-Saharan Africa where it significantly contributes to morbidity and mortality among children under-five. In Ghana, efforts to promote the use of insecticide-treated nets (ITNs) as a preventive measure have been substantial but utilization rates remain suboptimal. This study examines the influence of caregivers' malaria-related knowledge on ITN use among children under the age of five years in a rural district of Ghana.

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Background: Cluster-randomized controlled trials (cluster-RCTs) have demonstrated variation in the epidemiological efficacy of different next-generation insecticide-treated net (ITN) types, with some providing shorter-lived impact than others. Further studies are needed to assess changes in the insecticidal durability of these ITNs over time to complement cluster-RCT results.

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