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This thesis investigates the development of early cognition in infancy using neural network models. Fundamental events in visual perception such as caused motion, occlusion, object permanence, tracking of moving objects behind occluders, object unity perception and sequence learning are modeled in a unifying computational framework while staying close to experimental data in developmental psychology of infancy. In the first project, the development of causality and occlusion perception in infancy is modeled using a simple, three-layered, recurrent network trained with error backpropagation to predict future inputs (Elman network). The model unifies two infant studies on causality and occlusion perception. Subsequently, in the second project, the established framework is extended to a larger prediction network that models the development of object unity, object permanence and occlusion perception in infancy. It is shown that these different phenomena can be unified into a single theoretical framework thereby explaining experimental data from 14 infant studies. The framework shows that these developmental phenomena can be explained by accurately representing and predicting statistical regularities in the visual environment. The models assume (1) different neuronal populations processing different motion directions of visual stimuli in the visual cortex of the newborn infant which are supported by neuroscientific evidence and (2) available learning algorithms that are guided by the goal of predicting future events. Specifically, the models demonstrate that no innate force notions, motion analysis modules, common motion detectors, specific perceptual rules or abilities to "reason" about entities which have been widely postulated in the developmental literature are necessary for the explanation of the discussed phenomena. Since the prediction of future events turned out to be fruitful for theoretical explanation of various developmental phenomena and a guideline for learning in infancy, the third model addresses the development of visual expectations themselves. A self-organising, fully recurrent neural network model that forms internal representations of input sequences and maps them onto eye movements is proposed. The reinforcement learning architecture (RLA) of the model learns to perform anticipatory eye movements as observed in a range of infant studies. The model suggests that the goal of maximizing the looking time at interesting stimuli guides infants' looking behavior thereby explaining the occurrence and development of anticipatory eye movements and reaction times. In contrast to classical neural network modelling approaches in the developmental literature, the model uses local learning rules and contains several biologically plausible elements like excitatory and inhibitory spiking neurons, spike-timing dependent plasticity (STDP), intrinsic plasticity (IP) and synaptic scaling. It is also novel from the technical point of view as it uses a dynamic recurrent reservoir shaped by various plasticity mechanisms and combines it with reinforcement learning. The model accounts for twelve experimental studies and predicts among others anticipatory behavior for arbitrary sequences and facilitated reacquisition of already learned sequences. All models emphasize the development of the perception of the discussed phenomena thereby addressing the questions of how and why this developmental change takes place - questions that are difficult to be assessed experimentally. Despite the diversity of the discussed phenomena all three projects rely on the same principle: the prediction of future events. This principle suggests that cognitive development in infancy may largely be guided by building internal models and representations of the visual environment and using those models to predict its future development.
Our ability to select relevant information from the environment is limited by the resolution of attention – i.e., the minimum size of the region that can be selected. Neural mechanisms that underlie this limit and its development are not yet understood. Functional magnetic resonance imaging (fMRI) was performed during an object tracking task in 7- and 11-year-old children, and in young adults. Object tracking activated canonical fronto-parietal attention systems and motion-sensitive area MT in children as young as 7 years. Object tracking performance improved with age, together with stronger recruitment of parietal attention areas and a shift from low-level to higher-level visual areas. Increasing the required resolution of spatial attention – which was implemented by varying the distance between target and distractors in the object tracking task – led to activation increases in fronto-insular cortex, medial frontal cortex including anterior cingulate cortex (ACC) and supplementary motor area, superior colliculi, and thalamus. This core circuitry for attentional precision was recruited by all age groups, but ACC showed an age-related activation reduction. Our results suggest that age-related improvements in selective visual attention and in the resolution of attention are characterized by an increased use of more functionally specialized brain regions during the course of development.
NGO brokers between local needs and global norms: trajectories of development actors in Burkina Faso
(2021)
Local NGO brokers in Africa and beyond negotiate and mediate between (inter)national donors and potential beneficiaries within their communities. They translate local needs into development projects to make them suitable for international donors. This article looks at two main conditions that influence their work: First, windows of opportunity, which open and close according to structures and institutions beyond their sphere of influence; and second, their personality and skills. Based on two case studies from Burkina Faso, this article offers insights into biographies and life stories of such brokers where engagement leads to a distinguished lifestyle that contains aspects of cosmopolitanism and distinctiveness.
NGO brokers between local needs and global norms: trajectories of development actors in Burkina Faso
(2021)
Local NGO brokers in Africa and beyond negotiate and mediate between (inter)national donors and potential beneficiaries within their communities. They translate local needs into development projects to make them suitable for international donors. This article looks at two main conditions that influence their work: First, windows of opportunity, which open and close according to structures and institutions beyond their sphere of influence; and second, their personality and skills. Based on two case studies from Burkina Faso, this article offers insights into biographies and life stories of such brokers where engagement leads to a distinguished lifestyle that contains aspects of cosmopolitanism and distinctiveness.
Qual o papel que a política social desempenha no desenvolvimento? Que ferramentas teóricas e conceptuais podemos usar para compreender melhor esse papel - considerando que as de que dispomos actualmente são, na maioria, as associadas aos modelos socioeconómicos e políticos dos países mais industrializados? Neste trabalho procuramos analisar estas questões, com base na reflexão sobre os modelos de regimes de bem-estar aplicados à realidade dos países em desenvolvimento. Nesta discussão recorremos a um conceito de política social abrangente e, nesse sentido, procurámos identificar a multi-dimensionalidade de funções que aquela pode desempenhar no desenvolvimento, designadamente em sociedades caracterizadas pela instabilidade e pela fragilidade institucional. Por outro lado, considerando a dependência que grande parte dos PED vive em relação à ajuda pública ao desenvolvimento, procurámos perceber também, de que modo a política social é entendida pelos actores-chave da cooperação – qual a posição que ocupa na agenda actual, dominada pelos objectivos da luta contra a pobreza, da melhoria dos níveis de saúde e de educação? Este articulado de questões está vertido na análise do caso da Guiné-Bissau numa perspectiva de regime de bem-estar, cuja evolução recente tem sido marcada pela instabilidade política, conflito, e degradação dos níveis de bem-estar. Palavras-Chave: Política Social, regimes de bem-estar, cooperação para o desenvolvimento, Estados “frágeis,” Guiné-Bissau
O programa de ajustamento estrutural na república da Guiné-Bissau : Uma avaliação política e ética
(2007)
Os guineenses assumiram o desenvolvimento como uma das metas a atingir e a estabilização e o ajustamento foi-lhes imposta como solução para os problemas estruturais existentes. No entanto, a forma como têm vindo a ser concebidos pelo Banco Mundial e pelo Fundo Monetário Internacional, direccionada sobretudo para a área económica, acabou por limitar o papel dos Programas de Ajustamento Estrutural (PAE) tidos como indutores do desenvolvimento, tornando-os num agregado de premissas austeras, com resultados não esperados. As propostas do FMI e do BM, tendendo para a liberalização económica e estímulo dos mercados em detrimento da intervenção estatal, traduzem-se em medidas de redução de taxas de utilização dos serviços públicos, supressão de subsídios, redimensionamento da administração pública, cortes, congelamentos salariais e privatizações. Os resultados destas reformas foram catastróficos, porquanto não só não melhoraram o défice orçamental, como os efeitos negativos das restrições orçamentais sobre o bem-estar, geraram um ambiente de promiscuidade social e o agravamento do sector informal como estratégia de sobrevivência Tendo em conta o objecto em estudo, isto é, a relação de forças que encontrámos entre o relacionamento entre os actores políticos guineenses e as Instituições Financeiras Internacionais, notámos que a ausência de comportamentos éticos também influiu nos resultados. Por um lado, o BM e o FMI, perante um Estado fragilizado, apresentaram condicionalismos à obtenção de empréstimos e ajudas, por outro lado, os actores guineenses, mesmo perante este dilema, não se coibiram do exercício da corrupção, do clientelismo e do neo-patrimonialismo, como estratégia para o enriquecimento fácil. Palavras-chave: Programas de Ajustamento Estrutural; Desenvolvimento; Boa governação; Ética e Moral.
Na «arte de procurar soluções», as populações locais na Guiné-Bissau respondem através de modelos variados de participação no sector da educação. As escolas populares, as escolas públicas com iniciativa de associações manjacas, as escolas de autogestão e as escolas comunitárias reflectem a diversidade de respostas das comunidades face às carências educativas não supridas pelo Estado. Os modelos de desenvolvimento participativo apresentados encontram fonte de aprendizagem no período colonial, em particular durante a luta pela independência. As decisões políticas assumidas no Congresso de Cassacá, em 1964, constituem os alicerces de experiências educativas baseadas em modelos de organização e participação da sociedade guineense, que voltarão a ser experimentadas com variáveis no período pós-independente até aos nossos dias. Na região de Bafatá, a participação das comunidades manifesta-se em 156 das 252 escolas existentes em 2006. O envolvimento da população contribui para minorar os efeitos negativos da pobreza e consequentemente para que se alcance a Educação Para Todos até 2015 cujo compromisso foi assinado pela Guiné-Bissau, na Conferência de Dacar. Na luta contra a pobreza, os factores políticos, históricos e sócio-culturais determinam a participação das populações na promoção da educação na Guiné-Bissau. A mobilização da população deve-se à ausência de resposta às suas necessidades, mas também ao aumento de prestígio que experiências educativas bem sucedidas têm granjeado quer em tabancas vizinhas quer junto de entidades externas. Este estudo pretende analisar o papel das populações no desenvolvimento da educação com destaque para as escolas comunitárias da região de Bafatá, no período de 2004 a 2006. Palavras-chave: Desenvolvimento, Desenvolvimento Participativo, Educação, Escolas Comunitárias
Organismic aging is known to be controlled by genetic and environmental traits. Pathways involved in the control of cellular metabolism play a crucial role. Previously, we identified a role of PaCLPP, a mitochondrial matrix protease, in the control of the mitochondrial energy metabolism, aging, and lifespan of the fungal aging model Podospora anserina. Most surprisingly, we made the counterintuitive observation that the ablation of this component of the mitochondrial quality control network leads to lifespan extension. In the current study, we investigated the role of energy metabolism of P. anserina. An age-dependent metabolome analysis of the wild type and a PaClpP deletion strain verified differences and changes of various metabolites in cultures of the PaClpP mutant and the wild type. Based on these data, we generated and analyzed a PaSnf1 deletion mutant and a ΔPaSnf1/ΔPaClpP double mutant. In both mutants PaSNF1, the catalytic α-subunit of AMP-activated protein kinase (AMPK) is ablated. PaSNF1 was found to be required for the development of fruiting bodies and ascospores and the progeny of sexual reproduction of this ascomycete and impact mitochondrial dynamics and autophagy. Most interestingly, while the single PaSnf1 deletion mutant is characterized by a slight lifespan increase, simultaneous deletion of PaSnf1 and PaClpP leads to a pronounced lifespan extension. This synergistic effect is strongly reinforced in the presence of the mating-type “minus”-linked allele of the rmp1 gene. Compared to the wild type, culture temperature of 35°C instead of the standard laboratory temperature of 27°C leads to a short-lived phenotype of the ΔPaSnf1/ΔPaClpP double mutant. Overall, our study provides novel evidence for complex interactions of different molecular pathways involved in mitochondrial quality control, gene expression, and energy metabolism in the control of organismic aging.
A cGMP signaling cascade composed of C-type natriuretic peptide, the guanylyl cyclase receptor Npr2 and cGMP-dependent protein kinase I (cGKI) controls the bifurcation of sensory axons upon entering the spinal cord during embryonic development. However, the impact of axon bifurcation on sensory processing in adulthood remains poorly understood. To investigate the functional consequences of impaired axon bifurcation during adult stages we generated conditional mouse mutants of Npr2 and cGKI (Npr2fl/fl;Wnt1Cre and cGKIKO/fl;Wnt1Cre) that lack sensory axon bifurcation in the absence of additional phenotypes observed in the global knockout mice. Cholera toxin labeling in digits of the hind paw demonstrated an altered shape of sensory neuron termination fields in the spinal cord of conditional Npr2 mouse mutants. Behavioral testing of both sexes indicated that noxious heat sensation and nociception induced by chemical irritants are impaired in the mutants, whereas responses to cold sensation, mechanical stimulation, and motor coordination are not affected. Recordings from C-fiber nociceptors in the hind limb skin showed that Npr2 function was not required to maintain normal heat sensitivity of peripheral nociceptors. Thus, the altered behavioral responses to noxious heat found in Npr2fl/fl;Wnt1Cre mice is not due to an impaired C-fiber function. Overall, these data point to a critical role of axonal bifurcation for the processing of pain induced by heat or chemical stimuli.