Pattern storage in a sparsely coded neural network with cyclic activation

We investigate an artificial neural network model with a modified Hebb rule. It is an auto-associative neural network similar to the Hopfield model and to the Willshaw model. It has properties of both of these models. Another property is that the patterns are sparsely coded and are stored in cycles of synchronous neural activities. The cycles of activity for some ranges of parameter increase the capacity of the model. We discuss basic properties of the model and some of the implementation issues, namely optimizing of the algorithms. We describe the modification of the Hebb learning rule, the learning algorithm, the generation of patterns, decomposition of patterns into cycles and pattern recall.     

Systemic inflammatory markers in patients with aortic sclerosis

The aim of the study was to evaluate several mediators of inflammation in patients with aortic sclerosis in relation to severity of cardiovascular disease. Serum level of cytokines, soluble intracellular adhesion molecule 1, matrix metalloproteinase (MMP) 2 and 9 and their tissue inhibitor TIMP-1, were measured by ELISA and MMPs activity by zymography in 51 aortic sclerosis patients. The increase in MMPs expression positively correlated with their gelatinase activity; also there was a positive correlation between MMP-9 and TIMP-1 serum levels. Moreover, IL-6 concentration positively correlated with both serum level and activity of MMP-9. The level of IL-6 and IL-1Ra were higher in patients with a great burden of atherosclerosis. Noteworthy, statistically significant higher levels of IL-6 were noticed for patients with coronary artery disease. There was a significant increase in IL-6 serum level as well as a significant decrease in IL-1Ra for patients with a history of myocardial infarction. A trend toward higher concentration of inflammatory mediators was noticed in relation to the increase in severity of the aortic valve disease. Our results support the hypothesis of an "inflammatory pattern" associated with AS pathology and suggest the persistence of a chronic inflammation in patients who experienced acute coronary events.     

Zur Wirkung von α-Strahlen auf Plasma und Zellorganellen vonAllium cepa-Epidermen

Ohne ZusammenfassungAusgeführt im Rahmen von Untersuchungen, die von der Atomkommission des Schweizerischen Nationalfonds zur Förderung der wissenschaftlichen Forschung unterstützt werden. Der Verfasser dankt für die Gewährung der wertvollen finanziellen Hilfe.     

Beitr?ge zur Kenntniss des Cuculus canorus Lin

Ohne Zusammenfassung