Decoding temporally encoded sensory input by cortical oscillations and thalamic phase comparators

The temporally encoded information obtained by vibrissal touch could be decoded “passively,” involving only input-driven elements, or “actively,” utilizing intrinsically driven oscillators. A previous study suggested that the trigeminal somatosensory system of rats does not obey the bottom-up order of activation predicted by passive decoding. Thus, we have tested whether this system obeys the predictions of active decoding. We have studied cortical single units in the somatosensory cortices of anesthetized rats and guinea pigs and found that about a quarter of them exhibit clear spontaneous oscillations, many of them around whisking frequencies (≈10 Hz). The frequencies of these oscillations could be controlled locally by glutamate. These oscillations could be forced to track the frequency of induced rhythmic whisker movements at a stable, frequency-dependent, phase difference. During these stimulations, the response intensities of multiunits at the thalamic recipient layers of the cortex decreased, and their latencies increased, with increasing input frequency. These observations are consistent with thalamocortical loops implementing phase-locked loops, circuits that are most efficient in decoding temporally encoded information like that obtained by active vibrissal touch. According to this model, and consistent with our results, populations of thalamic “relay” neurons function as phase “comparators” that compare cortical timing expectations with the actual input timing and represent the difference by their population output rate.

The temporal lobe is a target of output from the basal ganglia.

The basal ganglia are known to receive inputs from widespread regions of the cerebral cortex, such as the frontal, parietal, and temporal lobes. Of these cortical areas, only the frontal lobe is thought to be the target of basal ganglia output. One of the cortical regions that is a source of input to the basal ganglia is area TE, in inferotemporal cortex. This cortical area is thought to be critically involved in the recognition and discrimination of visual objects. Using retrograde transneuronal transport of herpes simplex virus type 1, we have found that one of the output nuclei of the basal ganglia, the substantia nigra pars reticulata, projects via the thalamus to TE. Thus, TE is not only a source of input to the basal ganglia, but also is a target of basal ganglia output. This result implies that the output of the basal ganglia influences higher order aspects of visual processing. In addition, we propose that dysfunction of the basal ganglia loop with TE leads to alterations in visual perception, including visual hallucinations.

The Theoretical Framework and Methodology to Estimate the Farm Labour and Other Factor-Derived Demand and Output Supply Systems. Factor Markets Working Document No. 44, May 2013

This paper provides a conceptual framework for the estimation of the farm labour and other factor-derived demand and output supply systems. In order to analyse the drivers of labour demand in agriculture and account for the impact of policies on those decisions, it is necessary to acknowledge the interaction between the different factor markets. For this purpose, we present a review of the theoretical background to primal and dual representations of production and some empirical literature that has made use of derived demand systems. The main focus of the empirical work is to study the effect of market distortions in one market, through inefficient pricing, on the demand for other inputs. Therefore, own-price and cross-price elasticities of demand become key variables in the analysis. The dual cost function is selected as the most appropriate approach, where input prices are assumed to be exogenous. A commonly employed specification – and one that is particularly convenient due to its flexible form – is the translog cost function. The analysis consists of estimating the system of cost-share equations, in order to obtain the derived demand functions for inputs. Thus, the elasticities of factor substitution can be used to examine the complementarity/substitutability between inputs.

Output price subsidies in a stochastic world

This article studies the comparative statics of output subsidies for firms, with monotonic preferences over costs and returns, that face price and production uncertainty. The modeling of deficiency payments, support-price schemes, and stochastic supply shifts in a state-space framework is discussed. It is shown how these notions can be used, via a simple application of Shephard's lemma, to analyze input-demand shifts once comparative-static results for supply are available. A range of comparative-static results for supply are then developed and discussed.

On the relationship between Bayesian error bars and the input data density

We investigate the dependence of Bayesian error bars on the distribution of data in input space. For generalized linear regression models we derive an upper bound on the error bars which shows that, in the neighbourhood of the data points, the error bars are substantially reduced from their prior values. For regions of high data density we also show that the contribution to the output variance due to the uncertainty in the weights can exhibit an approximate inverse proportionality to the probability density. Empirical results support these conclusions.

Regression with input-dependent noise: A Gaussian process treatment

Gaussian processes provide natural non-parametric prior distributions over regression functions. In this paper we consider regression problems where there is noise on the output, and the variance of the noise depends on the inputs. If we assume that the noise is a smooth function of the inputs, then it is natural to model the noise variance using a second Gaussian process, in addition to the Gaussian process governing the noise-free output value. We show that prior uncertainty about the parameters controlling both processes can be handled and that the posterior distribution of the noise rate can be sampled from using Markov chain Monte Carlo methods. Our results on a synthetic data set give a posterior noise variance that well-approximates the true variance.

The efficiency and productivity of Malaysian banks:an output distance function approach

This study employs stochastic frontier analysis to analyze Malaysian commercial banks during 1996-2002, and particularly focuses on determining the impact of Islamic banking on performance. We derive both net and gross efficiency estimates, thereby demonstrating that differences in operating characteristics explain much of the difference in outputs between Malaysian banks. We also decompose productivity change into efficiency, technical, and scale change using a generalised Malmquist productivity index. On average, Malaysian banks experience mild decreasing return to scale and annual productivity change of 2.37 percent, with the latter driven primarily by technical change, which has declined over time. Our gross efficiency estimates suggest that Islamic banking is associated with higher input requirements. In addition, our productivity estimates indicate that the potential for full-fledged Islamic banks and conventional banks with Islamic banking operations to overcome the output disadvantages associated with Islamic banking are relatively limited. Merged banks are found to have higher input usage and lower productivity change, suggesting that bank mergers have not contributed positively to bank performance. Finally, our results suggest that while the East Asian financial crisis had an interim output-increasing effect in 1998, the crisis prompted a continuing negative impact on the output performance by increasing the volume of non-performing loans.

Optimal design for correlated processes with input-dependent noise

Optimal design for parameter estimation in Gaussian process regression models with input-dependent noise is examined. The motivation stems from the area of computer experiments, where computationally demanding simulators are approximated using Gaussian process emulators to act as statistical surrogates. In the case of stochastic simulators, which produce a random output for a given set of model inputs, repeated evaluations are useful, supporting the use of replicate observations in the experimental design. The findings are also applicable to the wider context of experimental design for Gaussian process regression and kriging. Designs are proposed with the aim of minimising the variance of the Gaussian process parameter estimates. A heteroscedastic Gaussian process model is presented which allows for an experimental design technique based on an extension of Fisher information to heteroscedastic models. It is empirically shown that the error of the approximation of the parameter variance by the inverse of the Fisher information is reduced as the number of replicated points is increased. Through a series of simulation experiments on both synthetic data and a systems biology stochastic simulator, optimal designs with replicate observations are shown to outperform space-filling designs both with and without replicate observations. Guidance is provided on best practice for optimal experimental design for stochastic response models. © 2013 Elsevier Inc. All rights reserved.

Expanding the biomass resource:sustainable oil production via fast pyrolysis of low input high diversity biomass and the potential integration of thermochemical and biological conversion routes

Waste biomass is generated during the conservation management of semi-natural habitats, and represents an unused resource and potential bioenergy feedstock that does not compete with food production. Thermogravimetric analysis was used to characterise a representative range of biomass generated during conservation management in Wales. Of the biomass types assessed, those dominated by rush (Juncus effuses) and bracken (Pteridium aquilinum) exhibited the highest and lowest volatile compositions respectively and were selected for bench scale conversion via fast pyrolysis. Each biomass type was ensiled and a sub-sample of silage was washed and pressed. Demineralization of conservation biomass through washing and pressing was associated with higher oil yields following fast pyrolysis. The oil yields were within the published range established for the dedicated energy crops miscanthus and willow. In order to examine the potential a multiple output energy system was developed with gross power production estimates following valorisation of the press fluid, char and oil. If used in multi fuel industrial burners the char and oil alone would displace 3.9 × 105 tonnes per year of No. 2 light oil using Welsh biomass from conservation management. Bioenergy and product development using these feedstocks could simultaneously support biodiversity management and displace fossil fuels, thereby reducing GHG emissions. Gross power generation predictions show good potential.

Análisis de la producción científica de los arquitectos técnicos docentes universitarios en España. 1980-2015. Estudio de revistas indizadas en WOS-SCOPUS-CSIC (ICYT-ISOC)

Se estudia la producción científica de los Arquitectos Técnicos docentes universitarios en España en los últimos 35 años ya que el cambio del título académico al de Grado, el aumento del número de doctores y el desarrollo de una política académica que ha convertido en parámetro especial para medir la calidad de la Universidad la cantidad y calidad de los artículos publicados han propiciado un cambio sustancial en esta área del conocimiento. Se determina la investigación producida a través del análisis de las bases de datos WOS-SCOPUS-CSIC(ICYT-ISOC) y las revistas más utilizadas por esta disciplina y se analiza el número de publicaciones de este colectivo por Universidades y revistas. El estudio llevado a cabo evidencia un cambio sustancial en la producción científica de los arquitectos técnicos en España.

Utilización de redes neuronales recurrentes para el análisis de firmas

[EN]This grade project involves the study, design, implementation and test of an signature identification system using neural networks. Recurrent neural networks,also known as recursive neural networks, show a architectonic configuration that able output signals to be fed back to the same, or previous neurons. This feature can be used, as in this project, to build a system especialized on temporal pattern recognition, given that signatures can be seen as sequence of points in time.

ANÁLISIS DE LA PRODUCCIÓN CIENTÍFICA DE LA REVISTA GEOGRÁFICA DE AMÉRICA CENTRAL EN LOS AÑOS 1991-2002

El presente artículo es un análisis métrico de la producción científica de la Revista Geográfica de América Central, publicada por la Escuela de Ciencias Geográficas de la Universidad Nacional (Costa Rica), en el cual a través de la formación de series y el análisis de unidades de estudio como: autor, año, idioma, entre otras, se pueden obtener datos de gran valor para la evaluación del desempeño y calidad de la revista, en el período comprendido entre 1991-2002.A través de este estudio, se determinó que en este período las ediciones de la revista fueron irregulares y con un nivel de producción decreciente en cada una de las ediciones analizadas, publicando en su año más productivo 27 artículos, y llegando a cuatro en sus años con más baja producción.Por otra parte, se analizan diversos puntos de interés con el fin de establecer el comportamiento de la revista y las condiciones en que se dieron, afectando de forma positiva o negativa la producción científica de la misma.

An identification procedure of multi-input Wiener models for the distortion analysis of nonlinear circuits

In this contribution, a system identification procedure of a two-input Wiener model suitable for the analysis of the disturbance behavior of integrated nonlinear circuits is presented. The identified block model is comprised of two linear dynamic and one static nonlinear block, which are determined using an parameterized approach. In order to characterize the linear blocks, an correlation analysis using a white noise input in combination with a model reduction scheme is adopted. After having characterized the linear blocks, from the output spectrum under single tone excitation at each input a linear set of equations will be set up, whose solution gives the coefficients of the nonlinear block. By this data based black box approach, the distortion behavior of a nonlinear circuit under the influence of an interfering signal at an arbitrary input port can be determined. Such an interfering signal can be, for example, an electromagnetic interference signal which conductively couples into the port of consideration. © 2011 Author(s).

LA REFORMA ECONÓMICA Y SU IMPACTO SOCIAL EN COSTA RICA DURANTE EL PERÍODO DE AJUSTE ESTRUCTURAL: apuntes críticos para el análisis

Resumen El objetivo de este artículo es analizar la reforma económica implementada en Costa Rica en los últimos veinticinco años como resultado de la aplicación de los programas y políticas de ajuste estructural. Para tal efecto se analiza el debate que acompañó el proceso de aprobación e implementación de los mencionados programas, el discurso de los mismos, su desempeño y algunos de sus principales efectos sociales. Esta reforma económica representó un cambio importante en el estilo de desarrollo y en las funciones del estado social vigentes desde la década de los 1950s. De ahí que resulte de gran interés analizar cuál fue el nuevo enfoque de desarrollo que se implementó a partir de la década de los años ochenta y los resultados del mismo en materia de crecimiento económico y equidad social. Esta publicación pretende servir de insumo para promover la tarea académica de repensar la política de desarrollo que la sociedad costarricense debe definir dentro del nuevo contexto de la globalización.   Abstract The objective of this article is to analyze the economic reform implemented in Costa Rica in the last twenty-five years as result of the application of the structural adjustment programs and policies. For such effect we analyze the debate that accompanied the process of approval and implementation of the mentioned programs, the speech of such, its performance and some of its main social effects. This economic reform represented an important change in the style of development and in the current functions of the social state from the decade of 1950s. Hence it results of big interest to analyze which was the new approach of development that was implemented from the decade of the eighties and the results of the same one on the subject of economic growth and social equity.This publication tries to serve as input to promote the academic task of rethinking the politics of development that the Costa Rican society must define inside the new context of the globalization.

Análisis de Disfluencias y Gestos en Nativos Españoles y en Estudiantes de Español como Lengua Extranjera

Esta tesis se centra en el estudio de los gestos durante disfluencias, conflictos en el acto comunicativo en los que el hablante los externaliza mediante pausas, marcadores como ‘eh’ o ‘em’, interrupciones o alargamientos. En particular nuestro interés reside en el contexto de la enseñanza y adquisición de segundas lenguas en situaciones formales y en cómo estudiantes de español como lengua extranjera hacen uso de las disfluencias y los gestos a la hora de comunicarse en la lengua estudiada. Cada vez más se acepta la idea de que los gestos son una parte intrínseca del acto comunicativo, relacionados con el proceso del habla, o incluso parte del mismo proceso que la crea. Por lo tanto, consideramos esencial estudiar los dos, gesto y habla, juntos. Este trabajo tuvo su origen en un previo estudio sobre comunicación no verbal donde se observaron disfluencias y gestos en alumnos de español y se buscó confirmar si eran parecidos a los realizados por hablantes nativos de español. El estudio principal se basó en la participación de veintiocho voluntarios, la mayoría nativos españoles de la Universidad de Málaga o estudiantes de español de la Universidad Politécnica de Hong Kong (bilingües en inglés y cantonés, pero en este estudio se clasificó el inglés como su primera lengua, L1). Se eligieron las transcripciones de ocho participantes, cuatro de cada institución, 50 % mujeres. Cada participante había contado tres historias en su L1 (español o inglés), basadas en input escrito, oral o visual (sin sonido) y una en la lengua extranjera, la L2, basada en la segunda parte del input visual, un vídeo. Las participaciones fueron grabadas en vídeo y tanto el habla como los gestos fueron transcritos, marcando las disfluencias y las subsecuentes reparaciones. Los resultados muestran que existen diferencias en el uso de disfluencias, algunas relacionadas con el nivel de competencia, otras relacionadas con la lengua en sí (inglés o español), pero también parece que pueden estar relacionadas con el tipo de conflicto que el hablante necesita resolver. Así mismo, los gestos relacionados con estas disfluencias apoyan estas observaciones, con gestos que continúan normalmente durante alargamientos pero que se interrumpen con truncamientos de sílabas (interrupciones). Los resultados no nos permiten concluir si el proceso gesto-habla es uno o son dos procesos paralelos; sin embargo, abren nuevas líneas de investigación en el campo de disfluencias, gestos y estudios cognitivos. Por otro, lado confirman la importancia de la observación del gesto como acto comunicativo, en especial en el contexto formal de adquisición de lenguas.