Speeding Up Cellular Neural Network Processing Ability by Embodying Memristors.

Cellular neural networks (CNNs) are an efficient tool for image analysis and pattern recognition. Based on elementary cells connected to neighboring units, they are easy to install in hardware, carrying out massively parallel processes. This brief presents a new model of CNN with memory devices, which enhances further CNN performance. By introducing a memristive element in basic cells, we carry out different experiments, allowing the analysis of the functions traditionally carried out by the standard CNN. Without modifying the templates considered by the scientific literature, this simple variation originates a significant improvement in  âˆ¼ 30 % of performances in pattern recognition and image processing. These progresses were experimentally calculated on the time the system requires to reach a fixed point. Moreover, the different role that each parameter has in the developed method was also analyzed to better understand the complex processing ability of these systems.

Interatrial septum pacing: a new approach to prevent recurrent atrial fibrillation.

BACKGROUND: There are a variety of approaches to the prevention of atrial fibrillation (AF) with pacing. Aim of this study was to test the safety and feasibility of interatrial septum pacing at the posterior triangle of Koch for AF prevention and to exclude potential arrhythmic effects. MATERIAL AND METHODS: Interatrial septum pacing was performed in 34 patients (21 males, 13 females, mean age 69 +/- 12 years): 9 without a history and clinical evidence of atrial fibrillation (AF) (6 with sinus bradycardia, 2 with second-degree AV block, and 1 with carotid sinus hypersensitivity) and 25 with sinus bradycardia and paroxysmal atrial fibrillation (PAF) (mean symptomatic episodes/month 6.2 +/- 10). In all patients a screw-in bipolar lead was positioned in the interatrial septum superiorly to the coronary sinus. RESULTS: At implant the mean P wave amplitude was 2.5 +/- 1.5 mV, the pacing threshold was 1 +/- 0.6 V and the impedance was 907 +/- 477 Ohm. Mean P wave duration was 118 +/- 17 ms in sinus rhythm and 82 +/- 15 during interatrial septum pacing (p < 0.001). During a mean follow-up period of 10 +/- 7 months, no patients without atrial tachyarrhythmias before implantation experienced AF. During a 9 +/- 6 months follow-up we observed only 2 symptomatic arrhythmia recurrences between AF patients (mean symptomatic episodes/month 0.006 +/- 0.0022) (p < 0.01 vs before implant period). CONCLUSIONS: Our data indicate that interatrial septal pacing is safe and feasible. A significant less incidence of arrhythmic episodes has been observed during follow-up. Further controlled randomized prospective studies are necessary to establish the exact role of this technique respect to conventional or multisite stimulation when patients with paroxysmal AF need to be permanently paced.

Exfoliated ductal epithelial cells in human breast milk: a source of target tissue DNA for molecular epidemiologic studies of breast cancer.

Studies of biomarkers of putative breast carcinogens, such as DNA adducts, have been limited by the difficulty in obtaining representative ductal epithelial cells (DECs) from breast tissue. In this feasibility study, we sought to ascertain if exfoliated DECs in breast milk could be a source of DNA for biomarker studies. Specimens (n = 38) were collected over 24 h from nursing women, and a questionnaire was administered. Cell pellets were isolated by repeated centrifugation and washing. Pellets were resuspended and incubated for 2 h, with glass adherence used to remove monocytes, resulting in an enrichment of DECs of >80%. Nonadherent cells were removed, washed, and homogenized for DNA isolation. Accurate DNA quantification was performed by 32P-postlabeling of normal nucleotides under conditions of excess ATP. Although there was wide variability in the amounts of DNA recovered, DNA yield was significantly associated with the number of weeks postpartum (P < 0.01), with optimal yield between 6 and 8 weeks after birth. There were no significant associations (P < 0.05) between the number of cells recovered and milk volume, method of collection, or the number of samples in a 24-h period per individual. This study demonstrates that breast milk can be used as a source of DECs for biomarker studies of gene-environment interaction and that sufficient DNA can be recovered to evaluate carcinogen-DNA adducts and to perform genotyping assays. Using this approach, exfoliated DECs may serve as a source of representative cells for studies of breast carcinogenesis and biomarkers of exposure, susceptibility, and effect.

Cardiovascular and renal effects of low dose brain natriuretic peptide infusion in man.

We evaluated the effects of pathophysiological levels of human brain natriuretic peptide (BNP), a recently identified cardiac hormone with natriuretic activity, by determining the hemodynamic and renal responses to low dose infusion (4 pmol/kg.min for 1 h, from 1500-1600 h) of human synthetic BNP in five healthy volunteers in a randomized placebo-controlled crossover study. Compared to placebo, BNP induced significant increases in effective renal plasma flow (para-aminohippurate clearance), glomerular filtration rate (creatinine clearance), urine flow rate, and sodium excretion without affecting blood pressure, heart rate, cardiac output (echocardiographic method), peripheral vascular resistance, PRA, plasma aldosterone, or plasma norepinephrine to any significant extent. Exploration of segmental sodium handling by the lithium clearance technique showed that the natriuretic effect of BNP was due to both an increase in filtered sodium load and a reduced distal sodium reabsorption. These results indicate that the high plasma BNP levels observed in disease states, such as heart failure, may contribute to the regulation of renal hemodynamics and sodium excretion.

Plasma levels of brain natriuretic peptide in healthy subjects and patients with essential hypertension: response to posture.

1. To examine whether posture-induced changes in central volume affect brain natriuretic peptide secretion, plasma levels of human brain natriuretic peptide-32-like immunoreactivity (hBNP-32-li) were measured by radioimmunoassay in 11 healthy subjects and 20 patients with essential hypertension after 15 min supine, 15 min sitting and 15 min with the legs raised at 60 degrees, together with plasma atrial natriuretic peptide concentration, plasma renin activity and plasma aldosterone concentration. 2. In the supine position, the plasma hBNP-32-li level was 1.57 +/- 0.10 fmol/ml in healthy subjects and significantly higher in hypertensive patients (2.39 +/- 0.13 fmol/ml, P < 0.001). In both groups, plasma hBNP-32-li level significantly (P < 0.001) decreased when sitting (normotensive, 1.22 +/- 0.08 fmol/ml; hypertensive, 1.85 +/- 0.15 fmol/ml, P < 0.001 versus normotensive) and increased again after leg raising (normotensive, 2.13 +/- 0.12 fmol/ml; P < 0.002 versus resting; hypertensive, 2.84 +/- 0.16 fmol/min, P < 0.001 versus resting, P < 0.025 versus normotensive). 3. The plasma atrial natriuretic peptide concentration showed similar behaviour to the plasma hBNP-32-li, whereas plasma renin activity and plasma aldosterone concentration increased during sitting and decreased during leg raising in both healthy subjects and hypertensive patients, who had significantly higher plasma aldosterone levels when supine and sitting.(ABSTRACT TRUNCATED AT 250 WORDS)