Signal-flow graphs: Direct method of reduction and MATLAB implementation

Block diagrams and signal-flow graphs are used to represent and to obtain the transfer function of interconnected systems. The reduction of signal-flow graphs is considered simpler than the reduction of block diagrams for systems with complex interrelationships. Signal-flow graphs reduction can be made without graphic manipulations of diagrams, and it is attractive for a computational implementation. In this paper the authors propose a computational method for direct reduction of signal-flow graphs. This method uses results presented in this paper about the calculation of literal determinants without symbolic mathematics tools. The Cramer's rule is applied for the solution of a set of linear equations, A program in MATLAB language for reduction of signal-flow graphs with the proposed method is presented.

Variance dispersion graphs for comparing blocked response surface designs

In this paper, we extend the use of the variance dispersion graph (VDG) to experiments in which the response surface (RS) design must be blocked. Through several examples we evaluate the prediction performances of RS designs in non-orthogonal block designs compared with the equivalent unblocked designs and orthogonally blocked designs. These examples illustrate that good prediction performance of designs in small blocks can be expected in practice. Most importantly, we show that the allocation of the treatment set to blocks can seriously affect the prediction properties of designs; thus, much care is needed in performing this allocation.

Difference variance dispersion graphs for comparing response surface designs with applications in food technology

Variance dispersion graphs have become a popular tool in aiding the choice of a response surface design. Often differences in response from some particular point, such as the expected position of the optimum or standard operating conditions, are more important than the response itself. We describe two examples from food technology. In the first, an experiment was conducted to find the levels of three factors which optimized the yield of valuable products enzymatically synthesized from sugars and to discover how the yield changed as the levels of the factors were changed from the optimum. In the second example, an experiment was conducted on a mixing process for pastry dough to discover how three factors affected a number of properties of the pastry, with a view to using these factors to control the process. We introduce the difference variance dispersion graph (DVDG) to help in the choice of a design in these circumstances. The DVDG for blocked designs is developed and the examples are used to show how the DVDG can be used in practice. In both examples a design was chosen by using the DVDG, as well as other properties, and the experiments were conducted and produced results that were useful to the experimenters. In both cases the conclusions were drawn partly by comparing responses at different points on the response surface.

Regulation of contextual conditioning by the median raphe nucleus

The median raphe nucleus (MRN) has been suggested as the origin of a behavioral inhibition system that projects to the septum and hippocampus. Electrical stimulation of this mesencephalic area causes behavioral and autonomic manifestations characteristic of fear such as, freezing, defecation and micturition. In this study we extend these observations by analyzing the behavioral and autonomic responses of rats with lesions in the MRN submitted to a contextual conditioning paradigm. The animals underwent electrolytic or sham lesions of the median raphe nucleus. One day (acute) or 7 days (chronic) later they were tested in an experimental chamber where they received 10 foot-shocks (0.7 mA, 1 s with 20-s interval). The next day, sham and MRN-lesioned animals were tested again either in the same or in a different experimental chamber. During this, the duration of freezing, rearings, bouts of micturition and number of fecal boli were recorded. Sham-operated rats placed in the same chamber showed more freezing than rats exposed to a different context. This freezing behavior was clearly suppressed in rats with acute or chronic lesions in the MRN. MRN lesions also reduced the bouts of micturition and number of fecal boli. These rats showed a reduced number of rearings than sham-lesioned rats. This effect is probably the result of the displacement effect provoked by freezing since no significant differences in the number of rearings could be observed between these animals and the NMR-lesioned rats tested in an open field. This lesion produced higher horizontal locomotor activity in this test than the controls (sham-lesioned rats). These results point to the importance of the median raphe nucleus in the processing of fear conditioning with freezing being the most salient feature of it. Behavioral inhibition is also under control of MRN but its neural substrate seems to be dissociated from that of contextual fear. (C) 1998 Elsevier B.V. B.V.

Tendências econômicas e sociais na América Latina e no Caribe em gráficos = Economic and social trends in Latin America and the Caribbean in graphs = Tendencias económicas y sociales en América Latina y el Caribe en gráficos

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Análisis individual y contextual en la identificación de los pueblos indígenas (México, 1990-2000)

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Juventud y desarrollo rural: marco conceptual y contextual

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A Markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach

The research on multiple classifiers systems includes the creation of an ensemble of classifiers and the proper combination of the decisions. In order to combine the decisions given by classifiers, methods related to fixed rules and decision templates are often used. Therefore, the influence and relationship between classifier decisions are often not considered in the combination schemes. In this paper we propose a framework to combine classifiers using a decision graph under a random field model and a game strategy approach to obtain the final decision. The results of combining Optimum-Path Forest (OPF) classifiers using the proposed model are reported, obtaining good performance in experiments using simulated and real data sets. The results encourage the combination of OPF ensembles and the framework to design multiple classifier systems. © 2011 Springer-Verlag.

Análisis individual y contextual en la identificación de los pueblos indígenas (México, 1990-2000)

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Relaciones entre pobreza, migración y movilidad: dimensiones territorial y contextual

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Involvement of the insular cortex in the consolidation and expression of contextual fear conditioning

The insular cortex (IC) has been reported to be involved in the modulation of memory and autonomic and defensive responses. However, there is conflicting evidence about the role of the IC in fear conditioning. To explore the IC involvement in both behavioral and autonomic responses induced by contextual fear conditioning, we evaluated the effects of the reversible inhibition of the IC neurotransmission through bilateral microinjections of the non-selective synapse blocker CoCl2 (1 mm) 10 min before or immediately after the conditioning session or 10 min before re-exposure to the aversive context. In the conditioning session, rats were exposed to a footshock chamber (context) and footshocks were used as the unconditioned stimulus. Forty-eight hours later, the animals were re-exposed to the aversive context for 10 min, but no shock was given. Behavioral (freezing) as well as cardiovascular (arterial pressure and heart rate increases) responses induced by re-exposure to the aversive context were analysed. It was observed that the local IC neurotransmission inhibition attenuated freezing and the mean arterial pressure and heart rate increase of the groups that received the CoCl2 either immediately after conditioning or 10 min before re-exposure to the aversive context, but not when the CoCl2 was injected before the conditioning session. These findings suggest the involvement of the IC in the consolidation and expression of contextual aversive memory. However, the IC does not seem to be essential for the acquisition of memory associated with aversive context. © 2013 Federation of European Neuroscience Societies and John Wiley & Sons Ltd.

OPF-MRF: Optimum-path forest and Markov random fields for contextual-based image classification

Some machine learning methods do not exploit contextual information in the process of discovering, describing and recognizing patterns. However, spatial/temporal neighboring samples are likely to have same behavior. Here, we propose an approach which unifies a supervised learning algorithm - namely Optimum-Path Forest - together with a Markov Random Field in order to build a prior model holding a spatial smoothness assumption, which takes into account the contextual information for classification purposes. We show its robustness for brain tissue classification over some images of the well-known dataset IBSR. © 2013 Springer-Verlag.

Módulo para analizar el crecimiento del comercio internacional (MAGIC Plus): manual para el usuario

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Relações ordinais sob controle contextual em crianças surdas

Dificuldades apresentadas por crianças surdas na aprendizagem da matemática têm conduzido educadores ao desenvolvimento de procedimentos especiais de ensino. O paradigma de equivalência tem sido útil na explicação de comportamentos complexos, como comportamentos conceituais numéricos. Uma expansão desse paradigma envolve a formação de classes de estímulos equivalentes em seqüência. A emergência de novas relações através do responder ordinal já foi documentada em estudos com contingências de reforçamento de três termos. Há necessidade de verificar se esses resultados se mantém estáveis sob contingências de quatro e cinco termos. Três experimentos foram programados com o objetivo de investigar a emergência de relações ordinais com controle discriminativo simples, sob controle condicional (sem e com randomização das tentativas) e sob controle contextual em crianças surdas. No Experimento 1 participaram cinco crianças surdas, matriculadas numa Escola Pública Especializada. Um microcomputador com um software (REL 4.0, utilizado nos Experimentos 1, 2a e 2b e atualizado para a versão 5.0 no Estudo 3) foi utilizado. Nesse estudo foi ensinado aos participantes seqüências de pares de estímulos sobrepostos. Em seguida, foram realizados testes de transitividade e conectividade. Todos os participantes alcançaram o critério de acerto e responderam aos testes. Os resultados replicaram estudos da literatura confirmando a eficiência do procedimento de ensino por sobreposição de estímulos no estabelecimento de relações ordinais. No Experimento 2a, quatro novos participantes e um com história experimental, foram ensinados a selecionar estímulos, aos pares, na ordem crescente na presença da cor verde e na ordem decrescente na presença da cor vermelha. Foram aplicados testes de transitividade e conectividade sob controle condicional. Em seguida foi conduzido um teste de generalização com estímulos do ambiente escolar. Todos os participantes alcançaram o critério de acerto e responderam aos testes de transitividade e conectividade. Nos testes de generalização, três participantes responderam consistentemente aos novos estímulos, um respondeu parcialmente e um não respondeu ao teste. Os resultados corroboraram a eficiência do procedimento de ensino por sobreposição de estímulos sob controle condicional em crianças surdas. O Experimento 2b envolveu os mesmos participantes do Experimento 1 com história experimental e a randomização das tentativas com os estímulos condicionais. Todos os participantes alcançaram o critério de acerto. Nos testes demonstraram um responder consistente com a linha de base. No Experimento 3 participaram três crianças dos Experimento 1 e duas do Experimento 2a, que foram expostas ao procedimento de ensino por pares sobrepostos sob controle contextual de duas formas círculo e triângulo e sob controle condicional das cores verde e vermelha (ex. A1A2, na presença do círculo e da cor verde; ou A2A1, na presença do círculo e da cor vermelha). Todos os participantes alcançaram o critério de acerto e responderam aos testes de transitividade e conectividade. Os resultados indicaram a eficiência do procedimento de ensino por sobreposição de estímulos sob controle contextual, sugerindo que o ensino por contingências de reforçamento simples e sob controle condicional foram pré-requisitos para a emergência de classes ordinais sob controle contextual. Uma extensão deste estudo deve ampliar o número de membros na seqüência e investigar a emergência de novas relações ordinais com seqüências mais longas, e verificar se a ordem de treino em que a seqüência é ensinada interfere sobre o responder ordinal.

Relações de equivalência após treino com pareamento consistente de estímulos sob controle contextual

Alguns estudos têm produzido relações condicionais que se mostraram também equivalentes, através do treino com pareamento consistente de estímulos. O presente estudo buscou verificar se essas relações podem ocorrer também sob controle contextual. Quatro universitários foram submetidos ao treino AB, AC e AD, intercalado aos testes de simetria correspondentes BA, CA e DA. Em seguida, ao treino AD e ao teste de simetria DA sob controle contextual. Por último, foram testadas as relações de equivalência BC, CB, BD, DB, CD e DC, na ausência de estímulos contextuais, e DB e DC, com estímulos de contexto. Os participantes alcançaram o critério de acerto em todos os treinos. Três participantes apresentaram as relações simétricas, na ausência de estímulos contextuais, e a relação DA, em sua presença. Estes resultados replicam e expandem estudos anteriores, mostrando que mesmo sem conseqüências diferenciais, é possível obter um desempenho consistente sob controle condicional de segunda ordem.