Neural networks have become pivotal in advancing applications across various domains, including healthcare, finance, surveillance, and autonomous systems.To achieve low latency and high efficiency, field-programmable gate arrays (FPGAs) are increasingly being employed as accelerators for neural network inference in cloud and edge devices.However, t
Transcriptome and H3K27 tri-methylation profiling of Ezh2-deficient lung epithelium
The adaptation of the lungs to air breathing at birth requires the fine orchestration of different processes to control lung morphogenesis and progenitor cell differentiation.However, there is little understanding of the arm tray for wheelchair role that epigenetic modifiers play in the control of lung development.We found that the histone methyl t
Green tea and cocoa enhance cognition in Lymnaea
A flavonoid, (-)-epicatechi (Epi), enhances long-term memory (LTM) formation in Lymnaea and reverses memory obstruction caused by stress.Many foods contain substantial amounts of Epi, (e.g.green tea and cocoa).In humans eating such foods may directly or indirectly enhance cognition.We directly test whether operant conditioning collegiate graduate s
Neurocognitive testing in a murine model of mucopolysaccharidosis type IIIA
Mucopolysaccharidosis type IIIA (MPS IIIA) is an inherited metabolic disorder caused by a lysosomal enzyme deficiency resulting in heparan sulphate (HS) accumulation and manifests with a progressive neurodegenerative phenotype.A naturally occurring MPS IIIA mouse model is invaluable for preclinical evaluation of potential treatments but the ability
The role of inflammation in the pathogenesis of perinatal depression and offspring outcomes
The role of inflammation in the pathogenesis of depression is becoming increasingly apparent, but its role in perinatal depression is less well-studied.Pregnancy and the postpartum are characterised by distinct and changing inflammatory groovy mama ring profiles throughout, which makes the study of depression-related alterations in this period comp