Abstract In this paper, we propose a novel neural network for Compressed Sensing (CS) application: the Dictionary Learning based Network (DL-CSNet). It is fairly simple but highly effective, which consists of only three layers: 1) DL layer latent sparse features extraction; 2) smoothing via Total Variation (TV) like constraint; and 3) CS acquisition training. particular, TV-like perfect complem...

When electric double layers are formed, cases have been reported where this formation involves expulsion of electrolyte into the solution and cases in which electrolyte is absorbed from the solution. Both situations are experimentally and theoretically documented, but they cannot be simultaneously correct. In this paper it is shown that this seeming conflict finds its cause in the way the doubl...

With nonperturbative laser-induced fluorescence measurements of ion flow, we confirm numerical simulations of spontaneous electric double-layer (DL) formation in a current-free expanding plasma. Measurements in two different experiments confirm that the DL is localized to the region of rapidly diverging magnetic field. The measurements indicate that the trapped ion population is a single Maxwel...

Injections of rhodamine-B into the dorsal raphe nucleus (DRN) and Fluoro-Gold into the lateral geniculate nucleus (LGN) revealed double-labeled retinal ganglion cells (DL RGCs) projecting to both nuclei. The soma-size distribution of DL RGCs was compared with three other distributions: DRN-projecting RGCs, LGN-projecting RGCs, and a large sample of RGCs labeled via the optic nerve with DiI. DL ...

In this work, single layered (SL) and double layered (DL) flexible microchannel heat sinks are analyzed. The deformation of the supporting seals is related to the average internal pressure by theory of elasticity. It is found that sufficient cooling can be achieved using SL flexible microchannel heat sinks at lower pressure drop values for softer seals. Double layered flexible microchannel heat...

Interactions of Fas with its ligand (FasL) play an important role in the maintenance of immunologic homeostasis and peripheral tolerance. Heme oxygenase-1 (HO-1) is a protein capable of cytoprotection via radical scavenging and apoptosis prevention. The aim of this study was to test whether overexpression of FasL and HO-1 in murine islets resulted in cell protection and improved functional perf...

This study evaluated P pools after nine years of successive application either pig slurry (PS) or deep litter (DL) in a no-till Ultisol from southern Brazil. The experiment was established Dec 2002 with the treatments control, 90 and 180 kg N ha−1 as PS DL. In Mar 2010, soil samples were taken at six layers up to 30 cm deep. Total organic inorganic assessed by ignition method, compounds classes...