Miracle-dz/UniFAR-FTUs huggingface dataset:
RESI: Register-Embedded Self-Immunity for Reliability Enhancement

Technology scaling in the nano-CMOS era has reached a point where coping with the failures produced by soft errors has become one of the key challenges when it comes to reliability. Akin to the fact that a register file is accessed more frequently than any other architectural component, register file protection is imperative to obstruct errors from propagating throughout a computing system. Furthermore, negative bias temperature instability (NBTI) has emerged as a major concern due to its negative impact on the lifetime of pMOS devices. Indeed, many of the pMOS transistors most affected by NBTI are in the register files as they are implemented as SRAM, which are particularly vulnerable due to their small structure size. Based on our observation that some register bits are not continuously used to represent a value stored in a register, we present a technique that exploits unused bits to improve the register file immunity against soft errors and mitigate NBTI effects. We show that our technique can reduce, on average, the register file vulnerability against multiple bit upsets by 97% (up to 100%), resulting in a high system fault coverage under various scenarios, while consuming less power and still occupying a similar area footprint compared to protecting the register file against single bit upsets (SBUs) only. The achieved result is 63% better compared to the state-of-the-art in register file protection. To compare and quantify the effect of our technique, we observe its impact on the processor's temperature using an infrared thermal camera and show that, due to consuming less power per area, our technique also operates at a lower temperature compared to protecting the register file against SBUs only. Finally, we investigate how our technique additionally moderates the stress induced by NBTI in register file SRAM cells.
From Analogue to Digital Speech Sounds

Sound is a medium used by humans to carry information. The existence of this kind of medium is a pre-requisite for language. It is organized into a code, called speech, which provides a repertoire of forms that is shared in each language community. This code is necessary to support the linguistic interactions that allow humans to communicate. How then may a speech code be formed prior to the existence of linguistic
Pengaruh Perceived Risk terhadap Purchase Intention dengan Mediasi Perceived Value dan Customer Attitude pada Pelanggan Online Shopping melalui Media Sosial Facebook di Surabaya

Penelitian ini bertujuan untuk mengetahui pengaruh dari perceived risk terhadap purchase intention , baik secara langsung maupun melalui mediasi dari perceived value dan customer attitude . Masalah yang dibahas dalam penelitian ini adalah purchase intention pada media sosial Facebook di Surabaya. Objek penelitian adalah pengguna media sosial Facebook di Surabaya. Sampel yang diambil sejumlah 200 responden. Metode penelitian yang digunakan adalah penelitian kuantitatif. Teknik yang digunakan dalam pengambilan sampel adalah judgement sampling . Teknik analisa yang digunakan adalah analisa deskriptif dan Structural Equation Modeling (SEM) dengan bantuan program SmartPLS. Hasil yang didapatkan membuktikan bahwa perceived risk berpengaruh secara langsung dengan purchase intention dan secara tidak langsung melalui mediasi perceived value dan customer attitude . Meskipun berpengaruh secara langsung dan tidak langsung, namun pada penelitian ini pengaruh yang paling besar adalah melalui hubungan secara tidak langsung yaitu melalui customer attitude. Untuk meningkatkan purchase intention pada pelanggan akan lebih efektif apabila mengetahui customer attitude dengan baik. Dengan mempelajari perilaku pelanggan dapat membantu penjual dalam menentukan strategi marketing yang sesuai dengan kondisi pasar seperti mempelajari tren pasar dan penyampaian informasi yang lebih detil serta terbuka agar memberikan kesan positif pada pelanggan. Kata Kunci : Perceived Risk , Perceived Value, Customer Attitude, Purchase Intention, Media Sosial , Facebook
LinkSCAN*: Overlapping community detection using the link-space transformation

In this paper, for overlapping community detection, we propose a novel framework of the link-space transformation that transforms a given original graph into a link-space graph. Its unique idea is to consider topological structure and link similarity separately using two distinct types of graphs: the line graph and the original graph. For topological structure, each link of the original graph is mapped to a node of the link-space graph, which enables us to discover overlapping communities using non-overlapping community detection algorithms as in the line graph. For link similarity, it is calculated on the original graph and carried over into the link-space graph, which enables us to keep the original structure on the transformed graph. Thus, our transformation, by combining these two advantages, facilitates overlapping community detection as well as improves the resulting quality. Based on this framework, we develop the algorithm LinkSCAN that performs structural clustering on the link-space graph. Moreover, we propose the algorithm LinkSCAN* that enhances the efficiency of LinkSCAN by sampling. Extensive experiments were conducted using the LFR benchmark networks as well as some real-world networks. The results show that our algorithms achieve higher accuracy, quality, and coverage than the state-of-the-art algorithms.
Screening and treatment to prevent sequelae in women with Chlamydia trachomatis genital infection: how much do we know?

BACKGROUND An important question for chlamydia control programs is the extent to which finding and treating prevalent, asymptomatic Chlamydia trachomatis genital infection reduces reproductive sequelae in infected women. METHODS We reviewed the literature to critically evaluate evidence on the effect of chlamydia screening on development of sequelae in infected women. RESULTS Two randomized controlled trials of 1-time screening for chlamydial infection-in a Seattle-area health maintenance organization and a Danish school district-revealed that screening was associated with an approximately 50% reduction in the incidence of pelvic inflammatory disease over the following year. However, both of these trials had methodological issues that may have affected the magnitude of observed screening benefits and might limit generalizability to other populations. A large, nonrandomized cohort of chlamydia screening among US Army recruits, although limited by lack of outpatient data, did not find a benefit of similar magnitude to the randomized trials. Methodological limitations restrict valid conclusions about individual benefits of screening using data from historical cohorts and ecological studies. We identified no trials directly evaluating the effect of chlamydia screening on subclinical tubal inflammation or damage, ectopic pregnancy, or tubal factor infertility and no studies addressing the effects of >1 round of screening, the optimal frequency of screening, or the benefits of screening for repeat infections. CONCLUSIONS Additional studies of the effectiveness of chlamydia screening would be valuable; feasible study designs may depend on the degree to which screening programs are already established. In addition, better natural history data on the timing of tubal inflammation and damage after C. trachomatis infection and development of more accurate, noninvasive tools to assess chlamydial sequelae are essential to informing chlamydia control efforts.
A Novel Power Optimization Technique for Ultra-Low Power RFICs

This paper presents a novel power optimization technique for ultra-low power (ULP) RFICs. A new figure of merit, namely the g<sub>m </sub>f<sub>T</sub>- to-current ratio (g<sub>m</sub>f<sub>T</sub>/I<sub>D</sub>), is defined for a MOS transistor, which accounts for both the unity-gain frequency and current consumption. It is demonstrated both analytically and experimentally that the g<sub>m</sub>f<sub>T</sub>/I<sub>D</sub> reaches its maximum value in moderate inversion region. Next, using the proposed method, a power optimized common-gate low-noise amplifier (LNA) with active load has been designed and fabricated in a CMOS 0.18mum process operating at 950MHz. Measurement results show a noise-figure (NF) of 4.9dB and a small signal gain of 15.6dB with a record-breaking power dissipation of only 100muW
The Impact of Banks and Stock Market Development on Economic Growth in South Africa: An ARDL-Bounds Testing Approach

This paper examines the impact of both bank- and market-based financial development on economic growth in South Africa during the period from 1980 to 2012. Unlike some previous studies, the current study employs means-removed average to construct both bank- and market-based financial development indices. The study uses the newly developed autoregressive distributed lag (ARDL) bounds testing approach to examine this linkage. The empirical results of this study show that there is a positive relationship between bank-based financial development and economic growth in South Africa. The results, however, fail to find any relationship between market-based financial development and economic growth in South Africa. The results apply irrespective of whether the regression analysis is conducted in the short run or in the long run. These results imply that it is bank-based financial development rather than market-based financial development that plays a pivotal role in propelling South Africa’s real sector.
Meta-analysis of associations of interleukin-28B polymorphisms rs8099917 and rs12979860 with development of hepatitis virus-related hepatocellular carcinoma

Background This meta-analysis aimed to assess available evidence on possible associations of interleukin-28B polymorphisms rs8099917 and rs12979860 with development of hepatitis virus-related hepatocellular carcinoma (HCC). Methods PubMed, EMBASE, Google Scholar, and the Chinese National Knowledge Infrastructure databases were systematically searched to identify relevant studies. Meta-analyses were performed to examine the association of interleukin-28B rs8099917 G/T and rs12979860 T/C polymorphisms with development of hepatitis virus-related HCC. Odds ratios (ORs) and 95% confidence intervals (CIs) were calculated. Results A total of ten studies involving 2,529 cases and 2,412 controls were included. The G-allele and GT genotype of rs8099917 were significantly associated with increased risk of hepatitis B virus (HBV)-related HCC (allelic model, OR 1.49, 95% CI 1.13–1.96, P=0.005; heterozygous model, OR 1.39, 95% CI 1.04–1.88, P=0.03). Conversely, the TT genotype was found to be significantly associated with lower risk of HBV-related HCC (dominant model, OR 0.68, 95% CI 0.51–0.91, P=0.01). Similar results were observed in the subgroup of Chinese patients and controls. In the pooled data set, the T-allele and TT genotype of rs12979860 showed a significant association with increased HCC risk (allelic model, OR 1.36, 95% CI 1.05–1.78, P=0.02; recessive model, OR 1.75, 95% CI 1.28–2.39, P=0.005; homozygous model, OR 1.99, 95% CI 1.41–2.80, P<0.001). Subgroup analysis based on ethnicity and etiology showed rs12979860 polymorphism to be significantly associated with HCC risk in Caucasians, especially hepatitis C virus-related HCC, according to all five genetic models. In contrast, only the TT genotype of rs12979860 was found to be significantly associated with increased risk of HBV-related HCC, especially in Asians. Conclusion The G-allele of rs8099917 may confer elevated risk of HBV-related HCC, while the wild-type TT genotype may protect against the disease. The T-allele of rs12979860 may increase the risk of HCC, in Caucasians, especially hepatitis C virus-related HCC. The TT genotype of rs12979860 may confer increased risk of HBV-related HCC, especially in Asians. These conclusions should be verified in large, well-designed studies.
Eradicating Malaria: Improving a Multiple-Timestep Optimization Model of Malarial Intervention Policy

Malaria is a preventable and treatable blood-borne disease whose complications can be fatal. Although many interventions exist in order to reduce the impacts of malaria, the optimal method of distributing these interventions in a geographical area with limited resources must be determined. This thesis refines a model that uses an integer linear program and a compartmental model of epidemiology called an SIR model of ordinary differential equations. The objective of the model is to find an intervention strategy over multiple time steps and multiple geographic regions that minimizes the number of days people spend infected with malaria. In this paper, we refine the resolution of the model and conduct sensitivity analysis on its parameter values.
Riemann Surfaces and 3-Regular Graphs

In this thesis we consider a way to construct a rich family of compact Riemann Surfaces in a combinatorial way. Given a 3-regualr graph with orientation, we construct a finite-area hyperbolic Riemann surface by gluing triangles according to the combinatorics of the graph. We then compactify this surface by adding finitely many points. We discuss this construction by considering a number of examples. In particular, we see that the surface depends in a strong way on the orientation. We then consider the effect the process of compactification has on the hyperbolic metric of the surface. To that end, we ask when we can change the metric in the horocycle neighbourhoods of the cusps to get a hyperbolic metric on the compactification. In general, the process of compactification can have drastic effects on the hyperbolic structure. For instance, if we compactify the 3-punctured sphere we lose its hyperbolic structure. We show that when the cusps have lengths > 2\pi, we can fill in the horocycle neighbourhoods and retain negative curvature. Furthermore, the last condition is sharp. We show by examples that there exist curves arbitrarily close to horocycles of length 2\pi, which cannot be so filled in. Such curves can even be taken to be convex.
Motor Training Promotes Both Synaptic and Intrinsic Plasticity of Layer II/III Pyramidal Neurons in the Primary Motor Cortex

Motor skill training induces structural plasticity at dendritic spines in the primary motor cortex (M1). To further analyze both synaptic and intrinsic plasticity in the layer II/III area of M1, we subjected rats to a rotor rod test and then prepared acute brain slices. Motor skill consistently improved within 2 days of training. Voltage clamp analysis showed significantly higher α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid/N-methyl-d-aspartate (AMPA/NMDA) ratios and miniature EPSC amplitudes in 1-day trained rats compared with untrained rats, suggesting increased postsynaptic AMPA receptors in the early phase of motor learning. Compared with untrained controls, 2-days trained rats showed significantly higher miniature EPSC amplitude and frequency. Paired-pulse analysis further demonstrated lower rates in 2-days trained rats, suggesting increased presynaptic glutamate release during the late phase of learning. One-day trained rats showed decreased miniature IPSC frequency and increased paired-pulse analysis of evoked IPSC, suggesting a transient decrease in presynaptic γ-aminobutyric acid (GABA) release. Moreover, current clamp analysis revealed lower resting membrane potential, higher spike threshold, and deeper afterhyperpolarization in 1-day trained rats—while 2-days trained rats showed higher membrane potential, suggesting dynamic changes in intrinsic properties. Our present results indicate dynamic changes in glutamatergic, GABAergic, and intrinsic plasticity in M1 layer II/III neurons after the motor training.
A Patent Retrieval Method using Semantic Annotations

Automatic annotation of key phrases for their semantic categories can help improving effectiveness of a variety of text-based systems including information retrieval, summarization, question answering, etc. In this paper, we exploit semantic annotations for patent retrieval (i.e., patent invalidity search). We first annotated key phrases for two semantic categories, PROBLEM (e.g. “pattern matching”) and SOLUTION (e.g. “dynamic programming”) in a patent document, which constitute a particular technology. Semantic clusters are formed by grouping patent documents with the same PROBLEM or SOLUTION tag. A language modelling approach to information retrieval is extended to consider the semantically oriented clusters as well as document models. Our retrieval evaluation of the proposed approach using a collection of United States patent documents shows a 22% improvement over the baseline, a smoothed language modelling approach without using the semantic annotations.
Evaluation of Morphology and Deformation Micromechanisms in Multilayered PP/PS Films: An Electron Microscopy Study

Nanostructured polymers and ultra-thin polymer layers are used more and more in technical applications like nanotechnology and microelectronics. Theretore, it is really important to understand the size-scale dependent properties as bulk polymers become thinner and more two-dimensional. Here the morphology as well as the macroscopic and the microscopic deformation behaviour of multilayered films of polypropylene (PP) and polystyrene (PS) have been investigated. For investigation different microscopic techniques and tensile testing were used. The films were prepared by multilayer coextrusion, whereas the composition of PP and PS and the film thickness ― and therefore the thickness of each layer ― varied. The thinnest calculated thickness of a single layer was about 5 nm. It is shown that the PP/PS films consist usually of homogeneous layers with only few defects. As the composition of PP/PS deviates strongly from 50/50 or the films get thinner the number of defects increases and the layered system turns to irregular lamellar system. In macroscopic tensile tests the small PS layers affect the elongation at break enormously: Most of the samples are brittle. For the films with a composition of PP/PS 90/10 and the film PP/PS 70/30 with a film thickness of 25 μm an elongation at break of 66% and higher could be reached. Transmission electron microscopy on these samples shows that the layers are characterized by plastic yielding in local deformation zones.
Randomized phase III study of cisplatin plus irinotecan versus carboplatin plus paclitaxel, cisplatin plus gemcitabine, and cisplatin plus vinorelbine for advanced non-small-cell lung cancer: Four-Arm Cooperative Study in Japan.

BACKGROUND To compare the efficacy and toxicity of three platinum-based combination regimens against cisplatin plus irinotecan (IP) in patients with untreated advanced non-small-cell lung cancer (NSCLC) by a non-inferiority design. PATIENTS AND METHODS A total of 602 patients were randomly assigned to one of four regimens: cisplatin 80 mg/m(2) on day 1 plus irinotecan 60 mg/m(2) on days 1, 8, 15 every 4 weeks (IP) carboplatin AUC 6.0 min x mg/mL (area under the concentration-time curve) on day 1 plus paclitaxel 200 mg/m(2) on day 1 every 3 weeks (TC); cisplatin 80 mg/m(2) on day 1 plus gemcitabine 1000 mg/m(2) on days 1, 8 every 3 weeks (GP); and cisplatin 80 mg/m(2) on day 1 plus vinorelbine 25 mg/m(2) on days 1, 8 every 3 weeks (NP). RESULTS The response rate, median survival time, and 1-year survival rate were 31.0%, 13.9 months, 59.2%, respectively, in IP; 32.4%, 12.3 months, 51.0% in TC; 30.1%, 14.0 months, 59.6% in GP; and 33.1%, 11.4 months, 48.3% in NP. No statistically significant differences were found in response rate or overall survival, but the non-inferiority of none of the experimental regimens could be confirmed. All the four regimens were well tolerated. CONCLUSION The four regimens have similar efficacy and different toxicity profiles, and they can be used to treat advanced NSCLC patients.
From Energy-Intensive to Innovation-Led Growth: On the Transition Dynamics of China's Economy

Whether China continues its current energy-intensive growth path or adopts a sustainable development prospect has significant implication for energy and climate governance. Building on a Ramsey-Cass-Koopmans growth model incorporating the mechanism of endogenous technological change and its interaction with fossil energy use and economic growth, this paper contributes to an economic exposition of China’s potential transition from an energy-intensive to an innovation-led growth path. We find that in China’s initial growth period the small amount of capital stock creates higher dynamic benefits of capital investment and incentives of capital stock accumulation rather than R&D-related innovation. Accumulation of energy-consuming capital stock along this non-innovation-led growth path thus leads to an intensive use of fossil energy - an energy-intensive growth pattern. To avoid this undesirable outcome, China’s social planner should consider locating a transition point to an innovation-led balanced growth path (BGP). When the growth dynamics reaches that transition point, China’s economy would embark on investment in physical capital and R&D simultaneously, and make a transition into the innovation-led BGP along which consumption, capital investment, and R&D have a balanced share. Also in this innovation-led BGP, consumption, physical capital stock, and knowledge stock all grow, fossil energy uses decline.
Heuristics for determining the number of warehouses for storing non-compatible products

In this paper we discuss a version of the classical knapsack problem, where the objective is to minimize the number of warehouses needed to store given items, each with some space requirements. In this version, some of the items are incompatible with each other, and cannot be stored together. We apply some newly developed heuristics to this problem and compare the results with other available algorithms. The computational results are presented and indicate that higher quality solutions can be obtained using the new heuristics.
Classical wave experiments on chaotic scattering

We review recent research on the transport properties of classical waves through chaotic systems with special emphasis on microwaves and sound waves. Inasmuch as these experiments use antennas or transducers to couple waves into or out of the systems, scattering theory has to be applied for a quantitative interpretation of the measurements. Most experiments concentrate on tests of predictions from random matrix theory and the random plane wave approximation. In all studied examples a quantitative agreement between experiment and theory is achieved. To this end it is necessary, however, to take absorption and imperfect coupling into account, concepts that were ignored in most previous theoretical investigations. Classical phase space signatures of scattering are being examined in a small number of experiments.