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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.
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.
Adolescence has been linked to an enhanced tolerance of uncertainty and risky behavior and is possibly connected to an increased response toward rewards. However, previous research has produced inconsistent findings. To investigate whether these findings are due to different reward probabilities used in the experimental design, we extended a monetary incentive delay (MID) task by including three different reward probabilities. Using functional magnetic resonance imaging, 25 healthy adolescents and 22 adults were studied during anticipation of rewards in the VS. Differently colored cue stimuli indicated either a monetary or verbal trial and symbolized different reward probabilities, to which the participants were blinded. Results demonstrated faster reaction times for lower reward probabilities (33%) in both age groups. Adolescents were slower through all conditions and had less activation on a neural level. Imaging results showed a three-way interaction between age group x condition x reward probability with differences in percent signal change between adolescents and adults for the high reward probabilities (66%, 88%) while adolescents demonstrated differences for the lowest (33%). Therefore, previous inconsistent findings could be due to different reward probabilities, which makes examining these crucial for a better understanding of adolescent and adult behavior.
Der Zwerg-Rohrkolben (Typha minima Funck ex Hoppe) ist eine charakteristische Pionierpflanze von alpinen Wildflusslandschaften. Seit den siebziger Jahren ist diese Kennart jedoch in Deutschland vollständig und in Österreich nahezu ausgestorben. Die anhaltenden Populationsrückgänge der Art sind wahrscheinlich das Ergebnis der weitverbreiteten Flussregulierung und des Kraftwerksbaus in Kombination mit den sehr speziellen Standortsansprüchen der Art. Dank den Anstrengungen von Wiederansiedlungsprogrammen befindet sich T. minima wieder an der Oberen Drau in Österreich. In dieser Publikation wird über die Keimung, das Wachstum, die Reproduktion und die Umweltpräferenzen von T. minima berichtet.
Die Keimungsexperimente von 2014 zeigten eine sehr niedrige mittlere Keimungsrate von 15,6% bei einem Schwankungsbereich von 0–90 %. Die Keimungsraten stiegen mit höheren Temperaturen, erhöhter Saatgutreife und kürzeren Saatgutlagerungszeiten. Nach der Saatgutlagerung von 480 Stunden wurde keine Keimung mehr beobachtet.
Beim FFH-Monitoring 2014 an der Oberen Drau wurden Zwerg-Rohrkolben-Keimlinge (Höhe < 5 cm) generell nur selten gefunden. Die vegetative Jungphase (Höhe > 15 cm, ausschließlich sterile Triebe) wies zumeist den höchsten Flächenanteil im Mittel von 62% auf. Typha minima bildete bis zu einem Alter von ca. 3 Jahren ausschließlich sterile Triebe aus. Ab einem Alter von ca. 9 Jahren wurden auch fertile Triebe mit Blütenständen ausgebildet, wobei deren Anzahl mit zunehmendem Alter sich tendenziell erhöhte. Die Analyse der Standortsfaktoren zeigte, dass T. minima auf eine hohe Bodenfeuchte im Mittel von 39 Vol-% angewiesen ist. Darüber hinaus war der Faktor Beschattung entscheidend. Erst ab einem Beschattungsgrad von 50% durch Weidengebüsche war eine Abnahme der Triebdichte von T. minima zu verzeichnen. Wir schließen daraus, dass T. minima-Populationen während der Keimungsphase extrem empfindlich sind und dass massive Habitatverluste überwiegend das Ergebnis der Flussregulation und der reduzierten Morphodynamik sind, die normalerweise geeignete offene Siedlungsräume für die Keimung des Zwerg-Rohrkolbens schaffen würde.
Recent reports have shown a dramatic loss in insect species and biomass. Since forensic entomology relies on the presence of insects, the question is whether this decline effects the discipline. The present review confirms that numerous studies document insect population declines or even extinction, despite the fact that the rates of decline and the methods used to demonstrate it are still much debated. However, with regard to a decline in necrophagous insects, there is little or only anecdotal data available. A hypothetical decrease in species diversity and population density in necrophagous insects could lead to a delayed colonization of dead bodies and a modified succession pattern due to the disappearance or new occurrence of species or their altered seasonality. Climate change as one of the drivers of insect decline will probably also have an impact on necrophagous insects and forensic entomology, leading to reduced flight and oviposition activity, modified growth rates and, therefore, an over- or underestimation of a minimum postmortem interval. Global warming with increased temperature and extreme weather requires a better understanding about necrophagous insect responses to environmental variations. Here, transgeneration effects in particular should be analysed in greater depth as this will help to understand rapid adaptation and plasticity in insects of forensic importance.