A new family of tellurife glasses

Glass formation in three-component tellurite-phosphate and tellurite-borate vitreous systems has been determined, with the latter including metal oxides or metal halides (chloride, fluoride or bromide), respectively. The results obtained have served as a base for the determination of the glass forming tendency in a number of telluritemetaphosphate and tellurite-metaborate triple combinations. Hence a new family of tellurite glasses has been obtained. It has been established that the glass formation is most observed in alkaline, earth alkaline oxide and halide metaphosphate systems. The three-component tellurite-metaphosphate and metaborate systems investigated have been treated as partial three-component sections of the main four-component telluritephosphate and tellurite-borate systems also.     

Realization of RGB colors from top‐emitting white OLED by electron beam patterning

We demonstrate the realization of red, green, and blue colors from top‐emitting white organic light‐emitting diode (OLED) for display applications. In our approach, red, green, and blue colors are realized by microcavity‐based mode selection from the spectrum of a white OLED. For the tuning of individual microcavities, the OLED hole transport layer is patterned by an electron beam process.     

Automated design of error-resilient and hardware-efficient deep neural networks

Applying deep neural networks (DNNs) in mobile and safety-critical systems, such as autonomous vehicles, demands a reliable and efficient execution on hardware. The design of the neural architecture has a large influence on the achievable efficiency and bit error resilience of the network on hardware. Since there are numerous design choices for the architecture of DNNs, with partially opposing effects on the preferred characteristics (such as small error rates at low latency), multi-objective optimization strategies are necessary. In this paper, we develop an evolutionary optimization technique for the automated design of hardware-optimized DNN architectures. For this purpose, we derive a set of inexpensively computable objective functions, which enable the fast evaluation of DNN architectures with respect to their hardware efficiency and error resilience. We observe a strong correlation between predicted error resilience and actual measurements obtained from fault injection simulations. Furthermore, we analyze two different quantization schemes for efficient DNN computation and find one providing a significantly higher error resilience compared to the other. Finally, a comparison of the architectures provided by our algorithm with the popular MobileNetV2 and NASNet-A models reveals an up to seven times improved bit error resilience of our models. We are the first to combine error resilience, efficiency, and performance optimization in a neural architecture search framework.

     

Understanding affective commitment in social virtual worlds: The role of cultural tightness

Understanding how cultural differences affect the formation of users’ affective commitment (ACO) to social virtual world (SVW) services is a critical but understudied issue. Using a novel, norm-based cultural approach, we introduce cultural tightness (CT) to capture cultural differences in users’ collective environment and postulate a model that investigates the contingent effects of CT on the relationships between ACO and its drivers. A two-level analysis of survey data gathered from 400 field users of an influential SVW service and secondary data of CT reveals that the effects of satisfaction, calculative commitment, and subjective norm on ACO are contingent on CT.     

Post-mortem metabolism in fresh porcine, ovine and frozen bovine muscle

After slaughter, beef carcasses (n = 20) in groups of two were subjected to five treatments (one side only) including intermittent spray-chilling using water, 1% acetic acid or 1% lactic acid, or a single spray treatment with 1% acetic acid or 1% lactic acid. Intermittent spray-chilling consisted of two sprays of 30 s duration per hour for 12h. Single spray treatment consisted of one 30 s spray after entering the chill cooler. The other side of each carcass (control) was air chilled (at 2 to 3°C; air velocity 1 to 3 m/s) only. Five subprimal cuts were taken from each side at 48 h post mortem, vacuum packaged and stored for 28 days at 2°C. Intermittent sprays of sides with acetic or lactic acid resulted in significant (1.8-4.3 log/cm(2)) reductions in aerobic plate count of the strip loin, boneless rib and clod over their controls after these subprimal cuts had been vacuum packaged and stored for 28 days at 2°C in high-oxygen barrier (HOB) film. Lactobacillus spp. were dominant in the microflora of the subprimals from the control and treated sides. When sides were treated with a single sprays of acid, significant reductions in APC were noted only for some cuts of sides treated with lactic acid. After 28 days of storage, there were few significant differences in percentage purge, lean color, and off-odor scores between subprimals from control and treated sides.     

Intercalation of pyrographite by NO2+ and NO+ salts

BF₄^?, PF₆^? and SbF₆^? ions have been intercalated into pyrographite HOPG by chemical oxidation. The graphite is oxidized by NO₂⁺ (or NO⁺ in certain experiments) coming from NO₂BF₄, NO₂PF₆ and NO₂SbF₆ (or NOSbF₆) salts dissolved in dry nitromethane. X-ray diffraction allows us to determine the identity period along the $\text{c}$ axis leading to the stage n and the interpianar distance d_I. Relative weight change leads us to believe that the MF_x^? anions are solvated by the solvent. Chemical analyses confirm this hypothesis allowing us to give to these compounds the ideal formula C⁺_23nMF^?_x (CH₃NO₂)_y.     

Gender-based emotional stereotyping.

Previous research documents that mental health professionals' attitudes reflect the general public's stereotype of women as hyperemotional. This article reports the results of 6 studies exploring the existence of a complementary stereotype of men as hypoemotional. As predicted, counselors and college students consistently stereotyped men as hypoemotional (all ps?p?     

Using group support systems for software inspections

Software engineering sometimes appears to be years behind other disciplines in terms of predictability and quality. But we like to argue that the software industry is facing problems now that other industries have yet to face. Constructing a high-quality, million-line program is daunting. Fortunately, progress is occurring and merging two important areas: software process improvement and technological support. The authors describe their experience implementing a group support system (GSS) for software inspections in an industrial environment. The results confirm their belief that such support can improve the efficiency and effectiveness of inspections, provided the inspections are properly conducted