Multidimensional polynomial powers of sigmoid (PPS) Wavelet neural networks

Wavelet functions have been used as the activation function in feedforward neural networks. An abundance of R&D has been produced on wavelet neural network area. Some successful algorithms and applications in wavelet neural network have been developed and reported in the literature. However, most of the aforementioned reports impose many restrictions in the classical backpropagation algorithm, such as low dimensionality, tensor product of wavelets, parameters initialization, and, in general, the output is one dimensional, etc. In order to remove some of these restrictions, a family of polynomial wavelets generated from powers of sigmoid functions is presented. We described how a multidimensional wavelet neural networks based on these functions can be constructed, trained and applied in pattern recognition tasks. As an example of application for the method proposed, it is studied the exclusive-or (XOR) problem.

Human face verification based on multidimensional Polynomial Powers of Sigmoid (PPS)

In this paper, we described how a multidimensional wavelet neural networks based on Polynomial Powers of Sigmoid (PPS) can be constructed, trained and applied in image processing tasks. In this sense, a novel and uniform framework for face verification is presented. The framework is based on a family of PPS wavelets,generated from linear combination of the sigmoid functions, and can be considered appearance based in that features are extracted from the face image. The feature vectors are then subjected to subspace projection of PPS-wavelet. The design of PPS-wavelet neural networks is also discussed, which is seldom reported in the literature. The Stirling Universitys face database were used to generate the results. Our method has achieved 92 % of correct detection and 5 % of false detection rate on the database.

Systematic consideration of petiole anatomy of species of Echinodorus Richard (Alismataceae) from north-eastern Brazil

Petiole anatomy of the north-eastern Brazilian species Echinodorus glandulosus, E. palaefolius, E. pubescens, E subalatus, E lanceolatus and E paniculatus were examined. All species had petioles with an epidermis composed of tabular cells with thin walls. The chlorenchyma just below the epidermis alternates with collateral vascular bundles. The interior of the petiole is filled by aerenchyma with ample open spaces or lacunas. The lacunas are bridged at intervals by plates, or by diaphragm-like linkages. There are lactiferous ducts and groups of fibres throughout the entire length of the petiole, but more frequently in the chlorenchyma. Important taxonomic characteristics for the genus Echinodorus include the shape and outline of the petiole in transversal section, the presence of winged extensions, and the number of vascular bundle arcs. Exceptions occur in E. lanceolatus and E. paniculatus, whose petioles have similar anatomic patterns. A comparative chart of the petiole anatomic characteristics analyzed is presented. (c) 2007 Elsevier GmbH. All rights reserved.

Synthesis and thermal characterization of luminescent powers of terbium(III) with mixed ligands

This work deals with the synthesis and thermal decomposition of complexes of general formula: Ln(beta-dik)(3)L (where Ln=Tb(+3), beta-dik=4,4,4-trifluoro-1-phenyl-1,3butanedione(btfa) and L=1,10-fenantroline(phen) or 2,2-bipiridine(bipy). The powders were characterized by melting point, FTIR spectroscopy, LTV-visible, elemental analysis, scanning differential calorimeter(DSC) and thermogravimetry(TG). The TG/DSC curves were obtained simultaneously in a system DSC-TGA, under nitrogen atmosphere. The experimental conditions were: 0.83 ml.s(-1) carrier gas flow, 2.0 +/- 0.5 mg samples and 10 degrees C.min(-1) heating rate. The CHN elemental analysis of the Tb(btfa)(3)bipy and Tb(btfa)(3)phen complexes, are in good agreement with the expected values. The IR spectra evinced that the metal ion is coordinated to the ligands via C=O and C-N groups. The TG/DTG/DSC curves of the complexes show that they decompose before melting. The profiles of the thermal decomposition of the Tb(btfa)3phen and Tb(btfa)3bipy showed six and five decomposition stages, respectively. Our data suggests that the thermal stability of the complexes under investigation followed the order: Tb(btfa)(3)phen < Tb(btfa)(3)bipy.

Suicídio, da identificação com a mãe morta ao resgate narcísico: um estudo psicanalítico do personagem Richard Brown do filme As horas

O tema desta Dissertação é o suicídio como conseqüência da identificação com a mãe morta. Trata-se de uma pesquisa teórica fundamentada na teoria psicanalítica, que recorre à análise do personagem Richard Brown, do filme As Horas, para ilustrar o argumento teórico de que a revivescência da identificação com a mãe morta pode ser um fator desencadeante do suicídio do melancólico na vida adulta. Inicialmente procura explicitar o conceito de mãe morta, caracterizada como uma mãe que mesmo quando está presente mostra-se ausente nos cuidados e no investimento amoroso ao filho em função de sua depressão. Assim, para a criança, a imagem materna será a de uma mãe sem vida, de uma mãe morta. Mostra a identificação com a mãe morta como saída psíquica para a situação traumática proveniente do desinvestimento amoroso maternal. A criança na relação com esta mãe vive uma catástrofe psíquica chamada por Green de trauma narcisista, o que vai determinar o destino do investimento libidinal, objetal e narcisista do sujeito. Assim sendo, considera-se a melancolia como uma psicopatologia manifestada na vida adulta pelo sujeito subjugado pelo complexo da mãe morta. O estudo da melancolia no texto Luto e Melancolia, de Freud, fornece subsídios para se compreender os processos do mundo interior daqueles que querem dar cabo à sua própria existência. A melancolia evidencia o embate entre o Eu e o Supereu nos papéis de acusado e acusador. Mostra que o Supereu se torna sádico ao cobrar perfeição do Eu masoquista empobrecido narcisicamente pela identificação com a mãe morta. Quando chega às raias do sadismo esse embate leva o Eu, identificado com a mãe morta, a desejar eliminar o objeto mau introjetado numa parte do Eu, para resgatar o seu valor narcísico idealizado. Aponta o suicídio como a saída psíquica encontrada pelo melancólico para livrar-se da identificação com a mãe morta. Conclui que no suicídio os conflitos inconscientes manifestados na vida adulta são revivescências dos conteúdos psíquicos registrados na infância. No caso estudado em questão, a revivescência da identificação com a mãe morta teria sido o fator desencadeante do suicídio de Richard Brown na vida adulta.

Emerging powers, humanitarian assistance and foreign policy: the case of Brazil during the earthquake crisis in Haiti

During the management of the crisis after the earthquake occurred in Haiti in 12 January 2010, Brazil played an important role on the efforts of humanitarian assistance. Based on bibliography and documents the paper presents the role played by Brazil with the focus on the humanitarian assistance as part of country’ foreign policy as an emerging power to increase the presence into the international system. To achieve this goal the article presents some considerations about emerging powers, foreign policy and theoretical concepts about humanitarian assistance and international relations, the extension of the earthquake in Haiti and the actions performed by Brazil during the response phase of the crisis management.

A personagem Bigger Thomas na obra de Richard Wright e a construção de identidade afro-americana

This paper analyzes the character Bigger Thomas Native Son’s American novel published in 1940 by African-American author Richard Wright. Through this character we try to study more the post-slavery racial issue in a country where racial segregation was legally sustained and how this issue was reflected in society and identity formation of their native sons African-American

Tradução anotada, autor-tradutor invisível: Richard Francis Burton na Brasiliana

The aim of this paper is to analyze the translation of the work by the translator-traveller Richard Francis Burton, Explorations of the Highlands of the Brazil, with a full account of the gold and diamond mines, made by Américo Jacobina Lacombe, trying to relate the work of the latter to the editorial goals of the Brasiliana Collection. As a subseries of the Biblioteca Pedagógica Brasileira [Brazilian Pedagogical Library] published by Companhia Editora Nacional, Brasiliana was conceived in agreement with the 1930s and 1940s policies to expand lay education and make it possible for Brazilians to get to better know the greatness of their country. The paper will focus on the numerous translator’s notes, since many of them reveal Lacombe’s didactic purpose of informing readers about Brazilian history and geography. The analysis also examines the effacement of Burton’s translations from Portuguese into English in his book.

Intoxicação pela Metáfora segundo Gilles Deleuze e Félix Guattari: os desenhos do pequeno Richard (1941)

Starting with a critical review that make Deleuze and Guattari about the use of images in the writings and drawings reproduced in Narrative of a Child Analysis, by Melanie Klein, the authors reflect on the place of metaphor in the speech of this analyzed child about desiring life, intoxicated with Oedipian metaphors. They highlight the role of metaphor in the production of the alleged psychoanalytic intoxication.

Learning kernels for support vector machines with polynomial powers of sigmoid

In the pattern recognition research field, Support Vector Machines (SVM) have been an effectiveness tool for classification purposes, being successively employed in many applications. The SVM input data is transformed into a high dimensional space using some kernel functions where linear separation is more likely. However, there are some computational drawbacks associated to SVM. One of them is the computational burden required to find out the more adequate parameters for the kernel mapping considering each non-linearly separable input data space, which reflects the performance of SVM. This paper introduces the Polynomial Powers of Sigmoid for SVM kernel mapping, and it shows their advantages over well-known kernel functions using real and synthetic datasets.

Comparative study between powers of sigmoid functions, MLP-backpropagation and polynomials in function approximation problems

Function approximation is a very important task in environments where the computation has to be based on extracting information from data samples in real world processes. So, the development of new mathematical model is a very important activity to guarantee the evolution of the function approximation area. In this sense, we will present the Polynomials Powers of Sigmoid (PPS) as a linear neural network. In this paper, we will introduce one series of practical results for the Polynomials Powers of Sigmoid, where we will show some advantages of the use of the powers of sigmiod functions in relationship the traditional MLP-Backpropagation and Polynomials in functions approximation problems.

Interview with Richard Dinning

In his October 17, 2012 interview with Robert Ryals, Richard Dinning details his thoughts and memories as an army air corps cadet at Winthrop. Dinning includes details of his career in the Army Air Corp during WWII. This interview was conducted for inclusion into the Louise Pettus Archives and Special Collections Oral History Program.