1,991 research outputs found
Delivery of Hands-On Technical Courses Through Real-Time Distance Learning
It is generally believed that it is too challenging to deliver technical laboratory courses using distance learning technologies. The focus of this research was to develop strategies that may be used to address these challenges. A research team composed of faculty from several universities and community colleges explored what might be needed to make these types of technical laboratory course instruction possible using distance learning technologies. The team explored delivering a microcontroller embedded systems design course through audio-visual distance learning technologies. The team\u27s research and development activities are discussed. These include focuses on the technical training equipment that had to be designed to support the course\u27s microcontroller technologies curriculum and laboratory modules, instructional support videos, and the design of an electronic server system to support this instruction. Also discussed will be the findings from the faculty of other colleges and universities who received professional development training from the research team on teaching microcontroller technology courses using distance learning technologies
Dissemination of Microprocessor Courses Through Classroom and Interactive Cyber-Enabled Technologies
The project is in the middle stages of the implementation. There seems to be a positive attitude of learning and using of the training system and curriculum package by all project staffs. Microchip, Inc. and microEngineering Labs, Inc. have donated supplies to support the hardware and software development for this project. The next objectives are team training, recruitment of interested trainees/teachers to participate in training for summers 2014, and assess the effectiveness of the implementations with teachers and students. Photo 2 is the project logo that describes all the concepts of this project
Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating Explainable AI Systems
Explainable artificially intelligent (XAI) systems form part of
sociotechnical systems, e.g., human+AI teams tasked with making decisions. Yet,
current XAI systems are rarely evaluated by measuring the performance of
human+AI teams on actual decision-making tasks. We conducted two online
experiments and one in-person think-aloud study to evaluate two currently
common techniques for evaluating XAI systems: (1) using proxy, artificial tasks
such as how well humans predict the AI's decision from the given explanations,
and (2) using subjective measures of trust and preference as predictors of
actual performance. The results of our experiments demonstrate that evaluations
with proxy tasks did not predict the results of the evaluations with the actual
decision-making tasks. Further, the subjective measures on evaluations with
actual decision-making tasks did not predict the objective performance on those
same tasks. Our results suggest that by employing misleading evaluation
methods, our field may be inadvertently slowing its progress toward developing
human+AI teams that can reliably perform better than humans or AIs alone
Disentangling the climatic and biotic factors driving changes in the dynamics of Quercus suber populations across the speciesâ latitudinal range
We thank A.J. MuñozâPajares, L. RodrĂguez and G. Rutten for their
help and logistic support during field sampling and M.E. SĂĄnchez,
M. Serrano and M.A. Romero for pathogen analyses and interestâ
ing discussions.Data will be available from the Dryad Digital Repository upon
acceptance.Aim: Impacts of different global change drivers are altering the performance of plant
species worldwide. However, these pressures usually differ across the speciesâ distriâ
bution range. To properly assess the combined effect of global change at species
level, we need to evaluate its consequences across their complete distribution. We
focused on recent decline in Cork oak (Quercus suber L.) populations given its high
ecological and economic relevance.
Location: We selected 10 different sites (and two populations per site) separated
about one degree in latitude across the core distribution of Q. suber, following a
transcontinental aridity gradient.
Methods: To evaluate the current trends in population dynamics across the speciesâ
distribution and the factors implied on population decline, we evaluated the effect of
latitude, aridity, pathogens (Phytophthora cinnamomi), stand density and tree size on
seed and crop size, demographic structure, dominance of recruitment bank, defoliaâ
tion and mortality.
Results: We found an increase in seed weight as latitude decreased, with a homogeneâ
ous low crop size across the complete distribution. Demographic structure was deterâ
mined by latitude, precipitation and pathogen abundance. We detected a trend towards
reduced sapling densities towards the southern edge of the distribution, with a demoâ
graphic structure dominated by old trees. The low sapling density at the southern edge
translates into a loss of dominance with respect to other woody species, suggesting an
alteration of community structure in the midâterm future. Tree density, precipitation
and pathogen abundance determined tree mortality across the species distribution,
with a higher abundance of pathogens in centralâlatitude populations.
Main conclusions: Our results allow the early detection of declining trends and the
evaluation of the main risks for speciesâ conservation, suggesting potential for range
displacement of the species driven by the recruitment failure at the southern edge of
the distribution and a likely range expansion at northern populations.This research was funded by the Large Research
Grant (6007210) awarded from the British Ecological Society to L.M.
L.G.A. acknowledges support from the MICINN project INTERCAPA
(CGLâ2014â56739âR) and European FEDER Fund
Influence of climatic variables on crown condition in pine forests of Northern Spain
ProducciĂłn CientĂficaThe aim of this study was to find relationships between crown condition and
some climatic parameters to identify which are those having a main influence on
crown condition, and how this influence is shown in the tree (crown transparency),
and to contribute to the understanding of how these parameters will affect under
future climate change scenarios
MEF2 impairment underlies skeletal muscle atrophy in polyglutamine disease
Polyglutamine (polyQ) tract expansion leads to proteotoxic misfolding and drives a family of nine diseases. We study spinal and bulbar muscular atrophy (SBMA), a progressive degenerative disorder of the neuromuscular system caused by the polyQ androgen receptor (AR). Using a knock-in mouse model of SBMA, AR113Q mice, we show that E3 ubiquitin ligases which are a hallmark of the canonical muscle atrophy machinery are not induced in AR113Q muscle. Similarly, we find no evidence to suggest dysfunction of signaling pathways that trigger muscle hypertrophy or impairment of the muscle stem cell niche. Instead, we find that skeletal muscle atrophy is characterized by diminished function of the transcriptional regulator Myocyte Enhancer Factor 2 (MEF2), a regulator of myofiber homeostasis. Decreased expression of MEF2 target genes is age- and glutamine tract length-dependent, occurs due to polyQ AR proteotoxicity, and is associated with sequestration of MEF2 into intranuclear inclusions in muscle. Skeletal muscle from R6/2 mice, a model of Huntington disease which develops progressive atrophy, also sequesters MEF2 into inclusions and displays age-dependent loss of MEF2 target genes. Similarly, SBMA patient muscle shows loss of MEF2 target gene expression, and restoring MEF2 activity in AR113Q muscle rescues fiber size and MEF2-regulated gene expression. This work establishes MEF2 impairment as a novel mechanism of skeletal muscle atrophy downstream of toxic polyglutamine proteins and as a therapeutic target for muscle atrophy in these disorders
Diversity and function of prevalent symbiotic marine bacteria in the genus Endozoicomonas
Endozoicomonas bacteria are emerging as extremely diverse and flexible symbionts of numerous marine hosts inhabiting oceans worldwide. Their hosts range from simple invertebrate species, such as sponges and corals, to complex vertebrates, such as fish. Although widely distributed, the functional role of Endozoicomonas within their host microenvironment is not well understood. In this review, we provide a summary of the currently recognized hosts of Endozoicomonas and their global distribution. Next, the potential functional roles of Endozoicomonas, particularly in light of recent microscopic, genomic, and genetic analyses, are discussed. These analyses suggest that Endozoicomonas typically reside in aggregates within host tissues, have a free-living stage due to their large genome sizes, show signs of host and local adaptation, participate in host-associated protein and carbohydrate transport and cycling, and harbour a high degree of genomic plasticity due to the large proportion of transposable elements residing in their genomes. This review will finish with a discussion on the methodological tools currently employed to study Endozoicomonas and host interactions and review future avenues for studying complex host-microbial symbioses
Commonality and variation in mental representations of music revealed by a cross-cultural comparison of rhythm priors in 15 countries
Music is present in every known society but varies from place to place. What, if anything, is universal to music cognition? We measured a signature of mental representations of rhythm in 39 participant groups in 15 countries, spanning urban societies and Indigenous populations. Listeners reproduced random âseedâ rhythms; their reproductions were fed back as the stimulus (as in the game of âtelephoneâ), such that their biases (the prior) could be estimated from the distribution of reproductions. Every tested group showed a sparse prior with peaks at integer-ratio rhythms. However, the importance of different integer ratios varied across groups, often reflecting local musical practices. Our results suggest a common feature of music cognition: discrete rhythm âcategoriesâ at small-integer ratios. These discrete representations plausibly stabilize musical systems in the face of cultural transmission but interact with culture-specific traditions to yield the diversity that is evident when mental representations are probed across many cultures
Transcriptomes and expression profiling of deep-sea corals from the Red Sea provide insight into the biology of azooxanthellate corals
Despite the importance of deep-sea corals, our current understanding of their ecology and evolutionis limited due to difficulties in sampling and studying deep-sea environments. Moreover, a recent reevaluation of habitat limitations has been suggested after characterization of deep-sea corals in the Red Sea, where they live at temperatures of above 20 °C at low oxygen concentrations. To gain further insight into the biology of deep-sea corals, we produced reference transcriptomes and studied gene expression of three deep-sea coral species from the Red Sea, i.e. Dendrophyllia sp., Eguchipsammia fistula, and Rhizotrochus typus. Our analyses suggest that deep-sea coral employ mitochondrial hypometabolism and anaerobic glycolysis to manage low oxygen conditions present in the Red Sea. Notably, we found expression of genes related to surface cilia motion that presumably enhance small particle transport rates in the oligotrophic deep-sea environment. This is the first study to characterize transcriptomes and in situ gene expression for deep-sea corals. Our work offers several mechanisms by which deep-sea corals might cope with the distinct environmental conditions present in the Red Sea. As such, our data provides direction for future research and further insight to organismal response of deep sea coral to environmental change and ocean warming.Tis work was supported by King Abdullah University of Science and Technology
(KAUST), baseline funds to CRV and Center Competitive Funding (CCF) Program FCC/1/1973-18-01
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