Miracle-dz/UniFAR-FTUs huggingface dataset:
Why Income Comparison is Rational

A major factor affecting a person's happiness is the gap between their income and their neighbors', independent of their own income. This effect is strongest when the neighbor has moderately higher income. In addition a person's lifetime happiness often follows a "U" shape. Previous models have explained subsets of these phenomena, typically assuming the person has limited ability to assess their own (hedonic) utility. Here I present a model that explains all the phenomena, without such assumptions. In this model greater income of your neighbor is statistical data that, if carefully analyzed, would recommend that you explore for a new income-generating strategy. This explains unhappiness that your neighbor has greater income, as an emotional "prod" that induces you to explore, in accord with careful statistical analysis. It explains the "U" shape of happiness similarly. Another benefit of this model is that it makes many falsifiable predictions.
Low power SRAM bitcell design for near-threshold operation

Near-threshold voltage (V<inf>th</inf>) operating circuit is necessary for battery-operated devices. Especially, static random access memory (SRAM) design is important in near-V<inf>th</inf> region because it is vulnerable to V<inf>th</inf> variation. The conventional 6T SRAM bitcell design for super-V<inf>th</inf> operation cannot be used for near-V<inf>th</inf> operation because V<inf>th</inf> variation in near-Vth region is more serious than that in super-V<inf>th</inf> region. In addition, error correction code (ECC) is required to achieve high read stability and write ability yields. In this paper, bitcell yield according to ECC type in SRAM is analyzed and the efficient near-V<inf>th</inf> bitcell design is determined with considering area overhead in 65nm technology.
Concentric zones, cell migration and neuronal circuits in the Drosophila visual center

The Drosophila optic lobe comprises a wide variety of neurons, which form laminar neuropiles with columnar units and topographic projections from the retina. The Drosophila optic lobe shares many structural characteristics with mammalian visual systems. However, little is known about the developmental mechanisms that produce neuronal diversity and organize the circuits in the primary region of the optic lobe, the medulla. Here, we describe the key features of the developing medulla and report novel phenomena that could accelerate our understanding of the Drosophila visual system. The identities of medulla neurons are pre-determined in the larval medulla primordium, which is subdivided into concentric zones characterized by the expression of four transcription factors: Drifter, Runt, Homothorax and Brain-specific homeobox (Bsh). The expression pattern of these factors correlates with the order of neuron production. Once the concentric zones are specified, the distribution of medulla neurons changes rapidly. Each type of medulla neuron exhibits an extensive but defined pattern of migration during pupal development. The results of clonal analysis suggest homothorax is required to specify the neuronal type by regulating various targets including Bsh and cell-adhesion molecules such as N-cadherin, while drifter regulates a subset of morphological features of Drifter-positive neurons. Thus, genes that show the concentric zones may form a genetic hierarchy to establish neuronal circuits in the medulla.
Learning modality-invariant features for heterogeneous face recognition

This paper addresses the problem of heterogeneous face recognition where the gallery and probe face samples are captured from two different modalities. Due to large discrepancies yet weak relationships across heterogeneous face image sets, most existing face recognition algorithms usually suffer from this application scenario. To address this problem, we propose in this paper to learn modality-invariant features (MIF) for heterogeneous face recognition. In our proposed method, a pair of heterogeneous face datasets are used as generic training datasets, and the relationship between both gallery and probe samples and generic training datasets are computed as modality-invariant features for matching heterogeneous face images. The rationale of our method is motivated by the fact the local geometrical information of each pair of heterogeneous face samples are usually similar in the corresponding generic training sets. Experimental results are presented to show the efficacy of the proposed method.
Risk Factors for the Presence of High-Level Shedders of Escherichia coli O157 on Scottish Farms

ABSTRACT Escherichia coli O157 infections are the cause of sporadic or epidemic cases of often bloody diarrhea that can progress to hemolytic uremic syndrome (HUS), a systematic microvascular syndrome with predominately renal and neurological complications. HUS is responsible for most deaths associated with E. coli O157 infection. From March 2002 to February 2004, approximately 13,000 fecal pat samples from 481 farms with finishing/store cattle throughout Scotland were examined for the presence of E. coli O157. A total of 441 fecal pats from 91 farms tested positive for E. coli O157. From the positive samples, a point estimate for high-level shedders was identified using mixture distribution analysis on counts of E. coli O157. Models were developed based on the confidence interval surrounding this point estimate (high-level shedder, greater than 103 or greater than 104 CFU g−1 feces). The mean prevalence on high-level-shedding farms was higher than that on low-level-shedding farms. The presence of a high-level shedder on a farm was found to be associated with a high proportion of low-level shedding, consistent with the possibility of a higher level of transmission. Analysis of risk factors associated with the presence of a high-level shedder on a farm suggested the importance of the pathogen and individual host rather than the farm environment. The proportion of high-level shedders of phage 21/28 was higher than expected by chance. Management-related risk factors that were identified included the type of cattle (female breeding cattle) and cattle stress (movement and weaning), as opposed to environmental factors, such as water supply and feed.
Fourier Spectral Methods for Some Linear Stochastic Space-Fractional Partial Differential Equations

Fourier spectral methods for solving some linear stochastic space-fractional partial differential equations perturbed by space-time white noises in the one-dimensional case are introduced and analysed. The space-fractional derivative is defined by using the eigenvalues and eigenfunctions of the Laplacian subject to some boundary conditions. We approximate the space-time white noise by using piecewise constant functions and obtain the approximated stochastic space-fractional partial differential equations. The approximated stochastic space-fractional partial differential equations are then solved by using Fourier spectral methods. Error estimates in the L 2 -norm are obtained, and numerical examples are given.
ERK phosphorylation potentiates Elk‐1‐mediated ternary complex formation and transactivation.

Induction of the human c‐fos proto‐oncogene by mitogens depends on the formation of a ternary complex by p62TCF with the serum response factor (SRF) and the serum response element (SRE). We demonstrate that Elk‐1, a protein closely related to p62TCF in function, is a nuclear target of two members of the MAP kinase family, ERK1 and ERK2. Phosphorylation of Elk‐1 increases the yield of ternary complex in vitro. At least five residues in the C‐terminal domain of Elk‐1 are phosphorylated upon growth factor stimulation of NIH3T3 cells. These residues are also phosphorylated by purified ERK1 in vitro, as determined by a combination of phosphopeptide sequencing and 2‐D peptide mapping. Conversion of two of these phospho‐acceptor sites to alanine impairs the formation of ternary complexes by the resulting Elk‐1 proteins. Removal of these serine residues also drastically diminishes activation of the c‐fos promoter in epidermal growth factor‐treated cells. Analogous mutations at other sites impair activation to a lesser extent without affecting ternary complex formation in vitro. Our results indicate that phosphorylation regulates ternary complex formation by Elk‐1, which is a prerequisite for the manifestation of its transactivation potential at the c‐fos SRE.
An Operational Method Toward Efficient Walk Control Policies for Humanoid Robots

Optimizing policies for real-time control of humanoid robots is a difficult task due to the continuous and stochastic nature of the state and action spaces. In this paper, we propose a learning procedure to train a predictive motion model and RFPI, a solver for continuous-state and action MDP. We use the predictive model as a transition model to train policies for a robot soccer. Our method requires no external hardware, a small amount of human work and manages to outperform the expert policy used by our team Rhoban winning the last 2016 edition of the Robocup in kid-size soccer league. Moreover, the proposed method is able to adapt to non-holonomic robots more efficiently than the expert approach. Our results are confirmed by both simulations and real robot experiments.
The association between major depression and levels of soluble intercellular adhesion molecule 1, interleukin-6, and C-reactive protein in patients with recent acute coronary syndromes.

OBJECTIVE This study was conducted to determine whether or not depression is associated with higher levels of inflammatory markers in patients recovering from acute coronary syndromes. METHOD Plasma levels of soluble intercellular adhesion molecule 1 (sICAM-1) and interleukin-6 (IL-6) and the serum level of C-reactive protein were measured in 481 patients 2 months after hospitalization for acute coronary syndromes. Diagnosis of major depression was based on the Structured Clinical Interview for DSM-IV. RESULTS Depressed patients showed significantly higher sICAM-1 levels, a difference that remained significant after adjustment for potential confounders (gender, smoking, presence of metabolic syndrome). Although there was no significant association between depression and IL-6, there was an interaction between depression and statin therapy for levels of C-reactive protein. Depressed patients not taking statins had markedly higher C-reactive protein levels than did nondepressed patients. There was no relationship with depression in those receiving statins. CONCLUSIONS These results suggest chronic endothelial activation among depressed patients after acute coronary syndromes. Further research is needed to determine whether or not higher levels of sICAM-1 may identify a subgroup of depressed patients at particularly high risk for cardiac events among patients with established coronary artery disease or among those without previous coronary artery disease.
Introduction to Old Masters and Young Geniuses: The Two Life Cycles of Artistic Creativity

When in their lives do great artists produce their greatest art? Do they strive for creative perfection throughout decades of painstaking and frustrating experimentation, or do they achieve it confidently and decisively, through meticulous planning that yields masterpieces early in their lives? By examining the careers not only of great painters but also of important sculptors, poets, novelists, and movie directors, Old Masters and Young Geniuses offers a profound new understanding of artistic creativity. Using a wide range of evidence, David Galenson demonstrates that there are two fundamentally different approaches to innovation, and that each is associated with a distinct pattern of discovery over a lifetime. Experimental innovators work by trial and error, and arrive at their major contributions gradually, late in life. In contrast, conceptual innovators make sudden breakthroughs by formulating new ideas, usually at an early age. Galenson shows why such artists as Michelangelo, Rembrandt, Cezanne, Jackson Pollock, Virginia Woolf, Robert Frost, and Alfred Hitchcock were experimental old masters, and why Vermeer, van Gogh, Picasso, Herman Melville, James Joyce, Sylvia Plath, and Orson Welles were conceptual young geniuses. He also explains how this changes our understanding of art and its past. Experimental innovators seek, and conceptual innovators find. By illuminating the differences between them, this pioneering book provides vivid new insights into the mysterious processes of human creativity.
A 1.8 dB NF Blocker-Filtering Noise-Canceling Wideband Receiver With Shared TIA in 40 nm CMOS

This paper presents a high-performance two-path wideband receiver (RX) for 4G LTE applications. The RX uses an extra GM stage after the LNA to improve the noise figure (NF). Furthermore, different RF and baseband blocker rejection techniques are proposed to significantly improve the linearity of the RX. The blockers are first rejected after the LNA stage through an N-path filter. Then, a novel base-band blocker filtering (BBBF) technique improves IIP3 by 7 dB. A dual-mixer architecture is also employed to attenuate blockers both before and after the mixer stage. The N-path filter noise is sensed out-of-phase by the RX main path and cancelled at the inputs of the shared TIA. The RX achieves 1.8 dB NF with 50 dB gain at 2 GHz in 40 nm CMOS technology. The RX out-of-band IIP3 is +5 dBm, which is improved by 20 dB employing the proposed techniques, while consuming 36 mW.
Modeling the uniqueness of the user preferences for recommendation systems

In this paper we propose a novel framework for modeling the uniqueness of the user preferences for recommendation systems. User uniqueness is determined by learning to what extent the user's item preferences deviate from those of an "average user" in the system. Based on this framework, we suggest three different recommendation strategies that trade between uniqueness and conformity. Using two real item datasets, we demonstrate the effectiveness of our uniqueness based recommendation framework.
Developmental Outcome of Very Low Birth Weight Infants as a Function of Biological Risk and Psychosocial Risk

The relative contribution of biological and psychosocial risk factors to developmental outcome of 102 very low birth weight infants (<1500 g) was delineated through 24 months corrected age. Biological risk, assessed by the Neurobiologic Risk Score (NBRS), accounted for significant amounts of variance in Bayley Mental Developmental Index (MDI) and Psychomotor Developmental Index (PDI) at the 6-, 15-, and 24-month assessment points. Psychosocial risk, reflected in maternal appraisals of daily stress, accounted for a significant increment in cognitive outcome (MDI), over and above that accounted for by the NBRS, at each assessment point. Cognitive functioning at each assessment point differed as a function of biological risk and psychosocial risk status. The findings are discussed in terms of maternal stress as a marker of, and salient intervention target for, caregiving environments that can maximize or minimize the effects of biological vulnerability. J Dev Behav Pediatr 15:232–238, 1994. Index terms: very low birth weight infants, developmental outcome, biological risk, psychosocial risk.
Extended scheduler for efficient frequency scaling in virtualized systems

Nowadays, virtualization is present in almost all computing infrastructures. Thanks to server consolidation and VM migration, virtualization helps in power reduction. However, modern powerful computers with higher processor frequency, multiple cores and multiple CPUs constitute the main factor contributing to the continuous increase of energy consumption. In this context, energy management takes a critical importance. A hardware technology, called Dynamic Voltage and Frequency Scaling (DVFS), serves to dynamically modify the processor frequency (according to the CPU needs) in order to achieve less energy consumption. However, lowering frequency also generates poor virtual machine (VM) performance. In this paper, we propose a solution consisting of an extended VM scheduler and DVFS, and report some experiments based on this proposal. This enhanced scheduler, according to VM CPU load, dynamically scales processor frequency in order to save energy. The idea is to adapt the current VM scheduler to analyze CPU load, and modify the current processor frequency to the lowest possible, but still support the guaranteed VM performance. The algorithm is designed and simulated on a web server as the sample application and Xen as the virtualization platform. Test results and performance evaluations prove our design and implementation.
Spinal Cord Ischemia: Practical Imaging Tips, Pearls, and Pitfalls

SUMMARY: Ischemia of the spinal cord is a rare entity with a poor prognosis. Brain ischemia is no longer a diagnostic challenge; on the contrary, ischemia of the spinal cord remains difficult, particularly in children. In this article, we illustrate the principal causes in children and adults, clinical presentation, different techniques for the diagnosis by MR imaging (diffusion, spinal MR angiography, and 1.5 versus 3T), pathophysiology, and differential diagnosis. We will discuss current knowledge, perspectives, and pitfalls.
The effects of social media sites on self-esteem

v List of Figures viii Chapter 1: Introduction 1 Need for Study 1 Purpose 2 Hypotheses 2 Operational Definitions 3 Limitations 3 Assumptions 3 Summary 4 Chapter 2: Literature Review 5 Facebook and Media Sharing 5 Facebook Use among Individuals with Low Self-Esteem 7 Facebook Use among Individuals with High Self-Esteem 9 The Effect of Personality Traits on Facebook Use 10 Facebook Use among College Students 13 Negative Impact of Facebook on Self-Esteem and Well-Being 16 Positive Impact of Facebook on Self-Esteem and Well-Being 19 Gender Differences in Facebook Use 19 The Effects of Facebook on Body Image 22
Molecular mechanisms in the formation of the medial longitudinal fascicle

The first neurons in the vertebrate brain form a stereotypical array of longitudinal and transversal axon tracts, the early axon scaffold. This scaffold is thought to lay down the basic structure for the later, more complex neuronal pathways in the brain. The ventral longitudinal tract is pioneered by neurons located at the ventral midbrain–forebrain boundary, which form the medial longitudinal fascicle. Recent studies have shed some light on the molecular mechanisms that control the development of the medial longitudinal fascicle. Here, we show that patterning molecules, notably the ventralizing signalling molecule Shh, are involved in the formation of medial longitudinal fascicle neurons and in medial longitudinal fascicle axon guidance. Downstream of Shh, several homeobox genes are expressed in the tegmentum. We describe the expression patterns of Sax1, Emx2, Six3, Nkx2.2 and Pax6 in the mesencephalon and pretectum in detail. Furthermore, we review the evidence of their molecular interactions, and their involvement in neuronal fate specification. In particular, Sax1 plays a major role in fate determination of medial longitudinal fascicle neurons. Finally, we discuss the available data on axon guidance mechanisms for the medial longitudinal fascicle, which suggest that different guidance molecules such as class 3 Semaphorins, Slits and Netrins act to determine the caudal and ventral course of the medial longitudinal fascicle axons.
Spinal Motocross Injuries in the United Kingdom

Background: Motocross is a form of motorcycle racing held on established off-road circuits and has been a recreational and competitive sport across the world for >100 years. In the United Kingdom alone, motocross has grown into a phenomenally ambitious and popular franchise. There are >200 motocross clubs across the country, permitting >900 events annually. Purpose: To assess the current trend of spine-related motocross injuries over the past 5 years. Study Design: Descriptive epidemiology study. Methods: Data were prospectively collected over 5 years (August 2010–August 2015) at our regional trauma and spine unit, regardless of whether the rider was performing the sport competitively or recreationally. Results: During the study period, spine-related injuries were identified for 174 patients (age range, 6-75 years) who were directly referred to our department following recreational or competitive motocross, with most injuries being sustained within the early spring and summer months, representing the start of the motocross season. A significant number of injuries were in males (n = 203, 94%), with the majority of injuries occurring within the 21- to 30-year-old age group. A total of 116 (54%) injuries required operative treatment. The most common spinal injury was thoracolumbar burst fracture (n = 95), followed by chance fractures (n = 26). Conclusion: This data series emphasizes the prevalence and devastation of motocross-related spinal injuries in the United Kingdom and may serve in administering sanctions and guidelines to governing bodies of motocross. The spinal injuries that occur during motocross have significant capital connotations for regional spinal centers. The recent surge in motocross popularity is correlated with the number of injuries, which have increased over the past 5 years by almost 500%.
Infant-like Social Interactions between a Robot and a Human Caregiver

From birth, human infants are immersed in a social environment that allows them to learn by leveraging the skills and capabilities of their caregivers. A critical pre-cursor to this type of social learning is the ability to maintain interaction levels that are neither overwhelming nor under-stim ulating. In this paper, we present a mechanism for an autonomous robot to regulate the intensity of its social interactions with a human. Similar to the feedback from infant to caregiver, the robot uses expressive displays to modulate the interaction intensity. This mechanism is integrated within a general framework that combines perception, attention, drives, emotions, behavior selection, and motor acts. We present a specific implementation of this architecture that enables the robot to react appropriately to both social stimuli (faces) and non-social stimuli (moving toys) while maintaining a suitable interaction intensity. We present results from both face-to-face interactions and interactions mediated through a toy. Note: This paper was submitted in June, 1998.
Device independent text input: a rationale and an example

Individual characters and text are the main inputs in many computing devices. Currently there is a growing trend in developing small portable devices like mobile phones, personal digital assistants, GPS-navigators, and two-way pagers. Unfortunately these portable computing devices have different user interfaces and therefore the task of text input takes many forms. The user, who in the future is likely to have several of these devices, has to learn several text input methods. We argue that there is a need for a universal text input method. A method like this would work on a wide range of interface technologies and allow the user to transfer his or her writing skill without device-specific training. To show that device independent text input is possible, we present a candidate for a device independent text entry method that supports skill transfer between different devices. A limited longitudinal study was conducted to achieve a proof of concept evaluation of our Minimal Device Independent Text Input Method (MDITIM). We found MDITIM writing skill acquired with a touchpad to work almost equally well on mouse, trackball, joystick and keyboard without any additional training. Our test group reached on average 41% of their handwriting speed by the end of the tenth 30-minute training session.