Visual pattern recognition network: Its training algorithm and its optoelectronic architecture

A visual pattern recognition network and its training algorithm are proposed. The network constructed of a one-layer morphology network and a two-layer modified Hamming net. This visual network can implement invariant pattern recognition with respect to image translation and size projection. After supervised learning takes place, the visual network extracts image features and classifies patterns much the same as living beings do. Moreover we set up its optoelectronic architecture for real-time pattern recognition. (C) 1996 Optical Society of America

Optical two-dimensional SW-banyan network: Optical implementation, routing control, and determination of permissible permutations

A 2-D SW-banyan network is introduced by properly folding the 1-D SW-banyan network, and its corresponding optical setup is proposed by means of polarizing beamsplitters and 2-D phase spatial light modulators. Then, based on the characteristics and the proposed optical setup, the control for the routing path between any source-destination pair is given, and the method to determine whether a given permutation is permissible or not is discussed. Because the proposed optical setup consists of only optical polarization elements, it is compact in structure, its corresponding energy loss and crosstalk are low, and its corresponding available number of channels is high. (C) 1996 Society of Photo-Optical Instrumentation Engineers.

Routing scheme, permutation properties, and optical implementation of a four-shuffle-exchange-based Omega network

The routing scheme and some permutation properties of a four-shuffle-exchange-based Omega network are discussed. The corresponding optical setup, which is composed of 2-D phase spatial light modulators and calcite plates, is proposed and demonstrated through mapping the inputs to a 2-D array. Instead of one shuffle-exchange followed by one switching operation as in ordinary Omega networks, in our presented system, the shuffle interconnection embraced in the switches is accomplished simply by varying the switching structure of each stage. For the proposed polarization-optical modules, the system is compact in structure, efficient in performance, and insensitive to the environment. (C) 1997 Society of Photo-Optical Instrumentation Engineers.

A Unifying model of strategic network formation

Documento de trabajo

Efficiency vs. Stability in a Mixed Network Formation Model

Documentos de Trabajo

Antikörper: Diseño e implementación de un sistema de detección de intrusos inalámbrico basado en Network IDS

[ES]Este proyecto, fruto de mi Trabajo Fin de Grado, pretende describir los aspectos más relevantes de los Wireless Intrusion Detection System (WIDS), tales como su historia, funcionamiento, arquitecturas, implementación o futuro. Tras esto, se expondrá el objetivo principal del proyecto. Proponer una arquitectura genérica para los WIDS y crear Antikörper, un WIDS basado en Network IDS completamente funcional, que cubra totalmente las necesidades de seguridad actuales en las redes Wireless LAN y sea adaptable a futuras revisiones.

The impact of liberalizing cost-saharing on basic models of network formation

This paper studies the impact of "liberalizing " the cost-sharing of links on some basic models of network formation. This is done in a setting where both doubly supported and singly supported links are possible, and which includes the two seminal models of network formation by Jackson and Wolinsky and Bala and Goyal as extreme cases. In this setting, the notion of pairwise stability is extended and it is proved that liberalizing cost-sharing for doubly supported links widens the range of values of the parameters where the efficient networks formed by such type of links are pairwise stable, while the range of values of the parameters where the efficient networks formed by singly supported links are pairwise stable shrinks, but the region where the latter are e¢ cient and pairwise stable remains the same.

Gestão do trabalho na Estratégia Saúde da Família em municípios do Estado do Rio de Janeiro com mais de 500 mil habitantes: o caso do Rio de Janeiro e Duque de Caxias

Não obstante ao aumento do número de equipes de Saúde da Família no território brasileiro há disparidade na implantação da Estratégia Saúde da Família (ESF) em municípios de grande porte. Outras dificuldades enfrentadas referem-se aos recursos humanos em saúde (RHS). Nesse sentido, esta pesquisa objetivou analisar o cenário atual da gestão do trabalho na ESF nos municípios do Rio de Janeiro e Duque de Caxias. Metodologia: Estudo exploratório, de investigação narrativa, bibliográfica e documental, de abordagem qualitativa. A coleta de dados se deu em duas fases: pesquisa de material bibliográfico nas bases: LILACS, PAHO e WHOLIS, e de editais de processos seletivos e concursos públicos dos anos 2000, com vistas à contratação de profissionais de saúde para a ESF e; entrevistas semiestruturadas com gestores da ESF. O período de coleta perdurou entre agosto de 2010 e dezembro de 2011. Os documentos foram analisados à luz da estatística descritiva e as entrevistas submetidas à análise de conteúdo. Resultados: Escassez de literatura sobre a ESF nos municípios de Duque de Caxias e Rio de Janeiro. As contratações no Rio de Janeiro obedeceram a dois momentos: prefeitura e Organizações Sociais (OS) como contratantes. Em Duque de Caxias a contratação foi exclusividade da Prefeitura. No Rio de Janeiro os salários dos profissionais variaram entre R$ 728,59 (Agentes Comunitários de Saúde - ACS) e R$ 7.773,69 (médicos), contrastando com a isonomia salarial adotada em Duque de Caxias, com vencimentos ao redor de R$ 700,00 para os ACS, R$ 800,00 para nível técnico e; aproximadamente R$ 5.000,00 aos profissionais de nível superior. Os gestores sugerem que a maior rotatividade entre os médicos é motivada por carga horária excessiva; más condições de trabalho e, localização da unidade em áreas de risco social. As estratégias para atração e fixação profissional incluem: processos seletivos; garantia dos direitos trabalhistas e; abonos salariais, no caso do Rio de Janeiro e; flexibilização de carga horária, melhorias em infraestrutura e estratégias de qualificação, em Duque de Caxias. Entrevistas revelaram as maiores dificuldades na gestão da ESF: alta rotatividade, formação médica destoante com o SUS e, infraestrutura precária. Acrescenta-se o baixo salário para médicos em Duque de Caxias e, vínculos e salários distintos entre profissionais que exercem mesma função no Rio de Janeiro. Conclusões: A expansão da ESF nos grandes centros urbanos encontra obstáculos relacionados à gestão do trabalho que fragilizam sua consolidação. O Rio de Janeiro mostra-se mais atraente para os profissionais da ESF. O único diferencial de Duque de Caxias, sobretudo para odontólogos e enfermeiros, refere-se à contratação direta pela Prefeitura com vinculação estatutária, ainda que, eventual aumento salarial esteja atrelado ao de todos os servidores municipais. No Rio de Janeiro, a contratação sob regime da Consolidação das Leis do Trabalho revela-se uma proteção, posto que diante da possibilidade de perda de profissionais as OS elevam seus salários. Dentre as recomendações para fixação profissional incluem-se: incentivos salariais para atuação em regiões vulneráveis, melhorias em infraestrutura e, acoplação entre Instituições de Ensino Superior e rede de saúde.

Landscape Genetics for the Empirical Assessment of Resistance Surfaces: The European Pine Marten (Martes martes) as a Target-Species of a Regional Ecological Network

Coherent ecological networks (EN) composed of core areas linked by ecological corridors are being developed worldwide with the goal of promoting landscape connectivity and biodiversity conservation. However, empirical assessment of the performance of EN designs is critical to evaluate the utility of these networks to mitigate effects of habitat loss and fragmentation. Landscape genetics provides a particularly valuable framework to address the question of functional connectivity by providing a direct means to investigate the effects of landscape structure on gene flow. The goals of this study are (1) to evaluate the landscape features that drive gene flow of an EN target species (European pine marten), and (2) evaluate the optimality of a regional EN design in providing connectivity for this species within the Basque Country (North Spain). Using partial Mantel tests in a reciprocal causal modeling framework we competed 59 alternative models, including isolation by distance and the regional EN. Our analysis indicated that the regional EN was among the most supported resistance models for the pine marten, but was not the best supported model. Gene flow of pine marten in northern Spain is facilitated by natural vegetation, and is resisted by anthropogenic landcover types and roads. Our results suggest that the regional EN design being implemented in the Basque Country will effectively facilitate gene flow of forest dwelling species at regional scale.

Physiological modules for generating discrete and rhythmic movements: action identification by a dynamic recurrent neural network

In this study we employed a dynamic recurrent neural network (DRNN) in a novel fashion to reveal characteristics of control modules underlying the generation of muscle activations when drawing figures with the outstretched arm. We asked healthy human subjects to perform four different figure-eight movements in each of two workspaces (frontal plane and sagittal plane). We then trained a DRNN to predict the movement of the wrist from information in the EMG signals from seven different muscles. We trained different instances of the same network on a single movement direction, on all four movement directions in a single movement plane, or on all eight possible movement patterns and looked at the ability of the DRNN to generalize and predict movements for trials that were not included in the training set. Within a single movement plane, a DRNN trained on one movement direction was not able to predict movements of the hand for trials in the other three directions, but a DRNN trained simultaneously on all four movement directions could generalize across movement directions within the same plane. Similarly, the DRNN was able to reproduce the kinematics of the hand for both movement planes, but only if it was trained on examples performed in each one. As we will discuss, these results indicate that there are important dynamical constraints on the mapping of EMG to hand movement that depend on both the time sequence of the movement and on the anatomical constraints of the musculoskeletal system. In a second step, we injected EMG signals constructed from different synergies derived by the PCA in order to identify the mechanical significance of each of these components. From these results, one can surmise that discrete-rhythmic movements may be constructed from three different fundamental modules, one regulating the co-activation of all muscles over the time span of the movement and two others elliciting patterns of reciprocal activation operating in orthogonal directions.

Contributions to learning Bayesian network models from weakly supervised data: Application to Assisted Reproductive Technologies and Software Defect Classification

162 p.