Adaptive optics are techniques used for processing the spatial resolution of astronomical images taken from large ground-based telescopes. In this work, computational results are presented for a modified curvature sensor, the tomographic pupil image wavefront sensor, which measures the turbulence of the atmosphere, expressed in terms of an expansion over Zernike polynomials. Convolutional neural networks are presented as an alternative to the TPI-WFS reconstruction. This technique is a machine learning model of the family of artificial neural networks, which are widely (...) known for its performance as modeling and prediction technique in complex systems. Results obtained from the reconstruction of the networks are compared with the TPI-WFS reconstruction by estimating errors and optical measurements. The reconstructed wavefronts from both techniques are compared for wavefronts of 153 Zernike modes. For this case, a detailed comparison and grid search to find the most suitable neural network is performed, searching between multi-layer perceptron, CNN and recurrent networks topologies. In general, the best network was a CNN trained for TPI-WFS reconstruction, achieving better performance than the reconstruction software from TPI-WFS in most of the turbulent profiles, but the most significant improvements were found for higher turbulent profiles that have the lowest r0 values. (shrink)

The question addressed in this paper is whether particular emotional experiences or episodes of an emotion (such as two experiences of happiness) belong to a natural kind. The final answer to this question is that although some, even many, single episodes of an emotion may group into a natural kind, belonging to a natural kind is a highly contextual matter. The proposal relies on two premises. First, a conception of natural kind-hood that follows Boyd’s Homeostatic Property Cluster Theory. Second, a (...) view of emotional episodes that fits with the External Theory of Perception: typical emotional episodes are perceptual experiences of emotional affordances. After pointing out what candidates for emotional homeostatic properties could be like and suggesting some examples of emotional homeostatic mechanisms, the authors conclude that there are property clusters of emotional perceptions stabilized by homeostatic mechanisms. In spite of this, what counts as an emotional natural kind depends on many factors, not all of them natural: world properties, bodily and mental states of the agent, learning mechanisms that help us to satisfactorily navigate in the world, cultural differences that determine our perceptual style, as well as different interests which guide the explanation and prediction of emotional episodes. (shrink)

El artículo trata de dos argumentos, los de la Circularidad y la Polaridad, que llevaron a Wittgenstein a sostener que la gramática es autónoma: que no hay hechos del mundo que justifiquen la verdad de sus reglas. Se señala que el Argumento de la Polaridad es consustancial a doctrinas centrales de la filosofía pos�tractariana de Wittgenstein y cómo la aceptación de que la gramática es autónoma le obligó a desmantelar aspectos centrales de la metafísica y la filosofía del lenguaje y (...) de la lógica del Tractatus que hacían posible ofrecer una justificación modal de la sintaxis lógica. (shrink)

En su análisis del significado literal Searle ha utilizado el principio de que al llevar a cabo un acto de habla el significado literal de las expresiones proferidas deja indeterminado el contenido de este acto. Se argumenta que este principio, además de entrar en conflicto con ciertas intuiciones lingüísticas, conduce a análisis poco naturales de fenómenos como los de la existencia de constituyentes no articulados y de la transferencia semántica. Finalmente, se alega que una combinación de ideas de Wittgenstein y (...) Drestke permite proporcionar mejores explicaciones de esos fenómenos. (shrink)

IntroductionThis study aimed to evaluate, in adults with mild cognitive impairment, the brain atrophy that may distinguish between three AT biomarker-based profiles, and to determine its clinical value.MethodsStructural MRI was employed to evaluate the volume and cortical thickness differences in MCI patients with different AT profiles, namely, A−T−−: normal AD biomarkers; A+T−−: AD pathologic change; and A+T++: prodromal AD. Sensitivity and specificity of these changes were also estimated.ResultsAn initial atrophy in medial temporal lobe areas was found in the A+T−− and (...) A+T++ groups, spreading toward the parietal and frontal regions in A+T++ patients. These structural changes allowed distinguishing AT profiles within the AD continuum; however, the profiles and their pattern of neurodegeneration were unsuccessful to determine the current clinical status.ConclusionsMRI is useful in the determination of the specific brain structural changes of AT profiles along the AD continuum, allowing differentiation between MCI adults with or without pathological AD biomarkers. (shrink)

El presente trabajo es un estudio descriptivo y con un enfoque sincrónico que da muestra de las deficiencias de los profesores universitarios al redactar textos científicos. Este estudio tiene como objetivo proponer varias acciones de superación para perfeccionar el manejo del lenguaje y el arte de redactar de los docentes de la Universidad de Ciencias Médicas "Dr. Faustino Pérez Hernández" de la provincia Sancti Spíritus que cursan la octava edición de la Maestría en Ciencias de la Educación de la Universidad (...) de Sancti Spíritus "José Martí Pérez". Para darle cumplimiento a este propósito, se aplicaron varios métodos y técnicas de recolección de datos a una muestra seleccionada al azar de informantes y de sus publicaciones, lo que permitió fundamentar la existencia de varias problemáticas en la redacción científica de dichos profesores y la necesidad de implementar formas organizativas básicas del proceso de educación de posgrado para su inmediata y eficaz aplicación. The present work is a descriptive study grounded in a synchronic approach that identifies the deficiencies of university professors when writing scientific texts. This study aims to propose several measures to improve the use of language and the art of writing of teachers of the " Dr. Faustino Pérez Hernández" University of Medical Sciences in Sancti Spíritus, Cuba who are participating in the eighth edition of the Master's Degree in Educational Sciences program at the "José Martí Pérez" University, also located in Sancti Spiritus. Several methods and techniques of data collection were applied to a random sample of informants and their scientific articles. This allowed for the detection of several problems in scientific writing and the need to implement basic organizational forms of postgraduate education for immediate and effective application. (shrink)