ETIKETAGGER: herramienta para el etiquetaje de secuencias de imágenes

La adaptación del reconocimiento de objetos sobre la robótica móvil requiere un enfoque y nuevas aplicaciones que optimicen el entrenamiento de los robots para obtener resultados satisfactorios. Es conocido que el proceso de entrenamiento es largo y tedioso, donde la intervención humana es absolutamente necesaria para supervisar el comportamiento del robot y la dirección hacia los objetivos. Es por esta razón que se ha desarrollado una herramienta que reduce notablemente el esfuerzo humano que se debe hacer para esta supervisión, automatizando el proceso necesario para obtener una evaluación de resultados, y minimizando el tiempo que se malgasta debido a errores humanos o falta de infraestructuras.

Human capital in growth regressions: how much difference does data quality make? An update and further results

We construct estimates of educational attainment for a sample of OECD countries using previously unexploited sources. We follow a heuristic approach to obtain plausible time profiles for attainment levels by removing sharp breaks in the data that seem to reflect changes in classification criteria. We then construct indicators of the information content of our series and a number of previously available data sets and examine their performance in several growth specifications. We find a clear positive correlation between data quality and the size and significance of human capital coefficients in growth regressions. Using an extension of the classical errors in variables model, we construct a set of meta-estimates of the coefficient of years of schooling in an aggregate Cobb-Douglas production function. Our results suggest that, after correcting for measurement error bias, the value of this parameter is well above 0.50.

Noradrenergic stimulation enhances human action monitoring

Noradrenergic neurotransmission has been associated with the modulation of higher cognitive functions mediated by the prefrontal cortex. In the present study, the impact of noradrenergic stimulation on the human action-monitoring system, as indexed by eventrelated brain potentials, was examined. After the administration of a placebo or the selective 2 -adrenoceptor antagonist yohimbine, which stimulates firing in the locus ceruleus and noradrenaline release, electroencephalograpic recordings were obtained from healthy volunteers performing a letter flanker task. Yohimbine led to an increase in the amplitude of the error-related negativity in conjunction with a significant reduction of action errors. Reaction times were unchanged, and the drug did not modify the N2 in congruent versus incongruent trials, a measure of preresponse conflict, or posterror adjustments as measured by posterror slowing of reaction time. The present findings suggest that the locus ceruleusnoradrenaline system exerts a rather specific effect on human action monitoring.