Implementação de classificador de tarefas mentais baseado em EEG

BARBOSA, André F. ; SOUZA, Bryan C. ; PEREIRA JUNIOR, Antônio ; MEDEIROS, Adelardo A. D.de, . Implementação de Classificador de Tarefas Mentais Baseado em EEG. In: CONGRESSO BRASILEIRO DE REDES NEURAIS, 9., 2009, Ouro Preto, MG. Anais... Ouro Preto, MG, 2009

Da política no vídeo à videopolítica: um estudo hermenêutico do programa Jornal do Dia (Natal/RN)

Esta investigación tiene como objetivo realizar un estudio sobre el noticiero "Jornal do Dia" de la TV Ponta Negra, afiliada a la cadena de televisión SBT con sede en Natal / Rio Grande do Norte. El estudio evalúa, desde una perspectiva crítica, el comportamiento de la sección política de ese noticiero sobre la cobertura que ha estado haciendo sobre los acontecimientos políticos en el estado. Específicamente, estamos interesados en conocer, a través del estudio detallado de sus noticias, como los "hechos políticos" del Estado, entendida como una práctica política que se informó, se presentan en su noticiero. Del punto de vista metodológico, la investigación se toma la decisión de utilizar la hermenéutica de profundidad (HP) como propuesto por Thompson (2007) en su libro "La ideología y la cultura moderna". Sugerimosla HP porque es una referencial de alta eficacia analítica para el estudio de los medios de comunicación y en particularde la ideología. De este modo, como se versade una investigación sobre las "formas simbólicas" creemos que estamos en posesión de una importante herramienta metodológica capaz de permitir la comprensión e interpretación de las noticias diariamente "teleplasmadas"

Devaneio do olhar: uma experiência de produção e leitura da imagem através do vídeo na prática pedagógica

A partir de la constatación de la importancia que la imagen viene ejerciendo en la sociedad actual y, más específicamente, en el proceso educativo, el presente estudio busca dilucidar algunas cuestiones referentes a la lectura de la imagen, producción de imágenes y su utilización en el proceso de enseñanza y aprendizaje. Para tanto, buscó relacionar los elementos que constituyen la narrativa visual a la perspectiva de Paulo Freire, de buscar en el contexto de vida la producción de conocimiento aliándolos las tecnologías de la imagen visando la alfabetización visual y también al acceso democrático a las nuevas tecnologías de comunicación e información. El estudio fue mediado por la elaboración de un documental en vídeo, en que enfocamos las imágenes fijas del artista local Newton Navarro, con fines de experiencia en producción y lectura de la imagen. La realización del trabajo y la aplicación en aula los colocaron delante de una nueva perspectiva educativa: el cambio de la posición de espectadores para la de productores. Eso posibilitó un nuevo mirar, donde la lectura de la imagen permitió una mayor reflexión acerca de las actuales prácticas educativas

Um sistema inteligente de classificação de sinais de EEG para Interface Cérebro-Computador

The Brain-Computer Interfaces (BCI) have as main purpose to establish a communication path with the central nervous system (CNS) independently from the standard pathway (nervous, muscles), aiming to control a device. The main objective of the current research is to develop an off-line BCI that separates the different EEG patterns resulting from strictly mental tasks performed by an experimental subject, comparing the effectiveness of different signal-preprocessing approaches. We also tested different classification approaches: all versus all, one versus one and a hierarchic classification approach. No preprocessing techniques were found able to improve the system performance. Furthermore, the hierarchic approach proved to be capable to produce results above the expected by literature

Vídeo-aula de história da matemática: uma possibilidade didática para o ensino de matemática

In this work we are disagreeing with the possibility of production and of the use of video-class for the disciplines of history of mathematics by the teachers of elementary e middle school as a way to contribute to the development of their classes. Our goal is to provide to the mathematics teachers the option of connecting social, scientific, cognitive, and didactic aspects of topics in math thoughts to their students. That shall be based in the presence of mathematics in the history of humanity. Thus, we consider possible that teachers and their students can link and relate mathematics to other sciences, education culture, and reflect about the many ways of represent them, as well as the patters of organization of nature and of culture. In this way, they shall be able to observe and interpret situations that involve mathematical questions associated to the various means of historic-epistemological studies already done by other researchers and scholars in the field of history of mathematics who works in creating video-classes. In addition to that, we can use all the available media in order to give edifying dynamics to the mathematical formulations established throughout history. In this sense, we are based and focused on the objectives, which are sustained by educational computer technology, techniques for video making, as well as mathematical teaching proposals and the historical inquiring made by Mendes (2001, 2009a, 2009b). The validating experimentation allowed us to conclude that the techniques we used in the production of the history of mathematics video-classes proved they to be valid ones. They are able to be executed with the minimum of technological resources. In addition, they have the same efficacy as far as classroom use

Realidade virtual na atividade cerebral: um estudo comparativo entre estados emocionais de adultos jovens e idosos

The association of Virtual Reality (VR) to clinical practice has become common in the recent years, showing to be an additional tool on health care, especially for elderly. Its use has been related to higher therapeutic adhesion levels and well being sensation. Such emotional based aspects are often observed by subjective tools of relative validity. This study analyzed the immediate effects of varied VR contexts balance training over emotional behavior, which was observed under peaks of maximum expression of EEG waves. Methodology: 40 individuals, divided in two groups, both gender, 20 young and 20 elderly, were submitted to a 60 minutes intervention, including balance training under VR. The first 25 minutes referred to initial evaluation, general orientation and cognitive assessment by the use of Mini Mental. The next ten minutes were designated to the avatar creation and tutorial video presentation. Through the following 20 minutes, the individuals from both groups were exposed to the exact same sequence of games under virtual contexts, while submitted to electroencephalography by Emotiv EPOC® focusing Adhesion, Frustration and Meditation states. The virtual interface was provided by the Nintendo® game, Wii Fit Plus, with the scenarios Balance Bubble (1), Penguin (2), Soccer (3), Tight Rope (4) and Table Tilt (5). Finally, a questionnaire of personal impressions was applied on the 5 minutes left. Results: data collected showed 64,7% of individuals from both groups presented higher concentration of adhesion peaks on Balance Bubble game. Both groups also presented similar behavior regarding meditation state, with marks close to 40%, each, on the same game, Table Tilt. There was divergence related to the frustration state, being the maximum concentration for the young group on the Soccer game (29,3%), whilst the elderly group referred highest marks to Tight Rope game (35,2%). Conclusion: Findings suggest virtual contexts can be favorable to adhesion and meditation emotional patterns induction, regardless age and for both sexes, whilst frustration seems to be more related to cognitive motor affordance, likely to be influenced by age. This information is relevant and contributes to the orientation for the best choice of games applied in clinical practice, as for other studies regarding this topic

Uso de replicação móvel para distribuição de vídeo digital em redes de computadores

A maioria da soluções apresentadas como candidatas à implementação de serviços de distribuição de áudio e vídeo, têm sido projetadas levando-se em consideração determinadas condições de infra-estrutura, formato dos fluxos de vídeo a serem transmitidos, ou ainda os tipos de clientes que serão atendidos pelo serviço. Aplicações que utilizam serviços de distribuição de vídeo normalmente precisam lidar com grandes oscilações na demanda pelo serviço devido a entrada e saída de usuários do serviço. Com exemplo, basta observar a enorme variação nos níveis de audiência de programas de televisão. Este comportamento coloca um importante requisito para esta classe de sistemas distribuídos: a capacidade de reconfiguração como conseqüência de variações na demanda. Esta dissertação apresenta um estudo que envolveu o uso de agentes móveis para implementar os servidores de um serviço de distribuição de vídeo denominada DynaVideo. Uma das principais características deste serviço é a capacidade de ajustar sua configuração em conseqüência de variações na demanda. Como os servidores DynaVideo podem replicar-se e são implementados como código móvel, seu posicionamento pode ser otimizado para atender uma dada demanda e, como conseqüência, a configuração do serviço pode ser ajustada para minimizar o consumo de recursos necessários para distribuir vídeo para seus usuários. A principal contribuição desta dissertação foi provar a viabilidade do conceito de servidores implementados como agentes móveis Java baseados no ambiente de desenvolvimento de software Aglet.

Conversações políticas no youtube: junho de 2013 e circulação de sentidos nos comentários do vídeo “globo e os protestos”

This re search analyzes the talks dynamics about policy established in YouTube symbolic space. We are interested in examining the way in which the commentators of the video " Globo e os Protestos " articulated in the field intended for comments, a public space directed to the dissemination and circulation of meanings about policy issues. The video studied was published by PC Siqueira and Diego Quint eiro , during the June 2013 protests in Br azil, to direct the political understanding of the movement lived in that period. According to them, the protests had left political position and therefore the protesters should reject the coverage by TV Globo (a comunication vehicle with ideals of right) and allow the participation of political parties linked to the ideological left spectrum. This narrative generated empathy and controversy betwe en commentators, which produced in the comments, an intense argumentative process about these theses (right and left). To understand the phenomenon, we conducted an exploratory qualitative research, the main methodological procedure was a ethnomethodological discourse analysis. We seek the observation of the ways in which the commentators es tablished talks about politics in the comments space, for, thereafter , organize categories of analysis based on identified discursive recurrences. The empirical reflections are supported from discussions about the YouTube potential, while digital media com prising massive strategies and while articulating space in the engagement of individuals in political issues; also confront the aspects involved in the conversation practices that results in sociability dynamics and , especially , in conflict, on the socio - t echnical networks; and finally, we propose a reflection about the circuit actuation in which the people take ownership and realize new readings about the products received. Concluding that the use of digital media , such as YouTube, has caused significant c hanges in the forms of production and reception of symbolic products and ways in which people participate in political issues concerning life in society.

A produção audiovisual do #foramicarla: características da apropriação do vídeo nos movimentos sociais em rede

Este trabalho se debruçou sobre a produção audiovisual das movimentações de protesto ocorridas em Natal, capital do Rio Grande do Norte, entre maio e junho de 2011, denominadas #ForaMicarla. Objetivou-se caracterizar esta produção numa tentativa de responder o porquê e como eles lançaram mão do vídeo em suas ações, sob as hipóteses de que a midiatização e o acesso facilitado a estas tecnologias tinham a ver com suas opções. Lançou-se mão de procedimentos histórico-dialético e teoria fundamentada (Fragoso, Recuero e Amaral), a partir das técnicas de observação não-participante, aplicação de questionário e entrevistas em profundidade. Posicionou-se estas movimentações sociais em redes, na conceituação de Castells, dentro de uma perspectiva da contra-hegemonia como uma Mídia Radical (Downing), sendo um Audiovisual de Combate (Bustos). Esta mídia possui as características do Novo Protesto (Assis), inserido no contexto da midiatização da sociedade de Verón e Sodré. Tentou-se também identificar historicamente as origens do poder hegemônico e a estrutura oligárquica, coronelística e familiar que fundou o poder no Brasil, apropriando-se do conceito de Coronelismo Eletrônico de Lima e Lopes e Assistencialismo Midiático de Guareschi, Dias e Hartmann. Através dos dados obtidos houve a emersão das categorias para análise deste tipo de audiovisual.

Classificador máquina de suporte vetorial com análise de Fourier aplicada em dados de EEG e EMG

The classifier support vector machine is used in several problems in various areas of knowledge. Basically the method used in this classier is to end the hyperplane that maximizes the distance between the groups, to increase the generalization of the classifier. In this work, we treated some problems of binary classification of data obtained by electroencephalography (EEG) and electromyography (EMG) using Support Vector Machine with some complementary techniques, such as: Principal Component Analysis to identify the active regions of the brain, the periodogram method which is obtained by Fourier analysis to help discriminate between groups and Simple Moving Average to eliminate some of the existing noise in the data. It was developed two functions in the software R, for the realization of training tasks and classification. Also, it was proposed two weights systems and a summarized measure to help on deciding in classification of groups. The application of these techniques, weights and the summarized measure in the classier, showed quite satisfactory results, where the best results were an average rate of 95.31% to visual stimuli data, 100% of correct classification for epilepsy data and rates of 91.22% and 96.89% to object motion data for two subjects.

Implementação de classificador de tarefas mentais baseado em EEG

BARBOSA, André F. ; SOUZA, Bryan C. ; PEREIRA JUNIOR, Antônio ; MEDEIROS, Adelardo A. D.de, . Implementação de Classificador de Tarefas Mentais Baseado em EEG. In: CONGRESSO BRASILEIRO DE REDES NEURAIS, 9., 2009, Ouro Preto, MG. Anais... Ouro Preto, MG, 2009