EAN: 9783642005817

Bilder-Quelle: discount24.de - Sport-Freizeit

Attention has represented a core scienti?c topic in the design of AI-enabled systems in the last few decades. Today in the ongoing debate design and c- putationalmodelingofarti?cialcognitivesystems attentionhasgainedacentral position as a focus of research. For instance attentional methods are considered in investigating the interfacing of sensory and cognitive information processing for the organization of behaviors and for the understanding of individual and social cognition in infant development. Whilevisualcognitionplaysacentralroleinhumanperception ?ndingsfrom neuroscience and experimental psychology have provided strong evidence about the perception-action nature of cognition. The embodied nature of senso- motor intelligence requires a continuous and focused interplay between the c- trolofmotoractivitiesandtheinterpretationoffeedbackfromperceptualmod- ities. Decision making about the selection of information from the incoming sensory stream - in tune with contextual processing on a current task and an agent's global objectives - becomes a further challenging issue in attentional control. Attention must operate at interfaces between a bottom-up-driven world interpretationandtop-down-driveninformationselection thusactingatthecore of arti?cial cognitive systems. These insights have already induced changes in AI-related disciplines such as the design of behavior-based robot control and the computational modeling of animats. Today the development of enabling technologiessuch as autonomous robotic systems miniaturizedmobile-evenwearable-sensors andambientintelligence systems involves the real-time analysis of enormous quantities of data. These data have to be processed in an intelligent way to provide on time delivery of the required relevant information. Knowledge has to be applied about what needs to be attended to and when and what to do in a meaningful sequence in correspondence with visual feedback.

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29.03.2025 um 21:09 Uhr

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