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  2. Pattern recognition (psychology) - Wikipedia

    en.wikipedia.org/wiki/Pattern_recognition...

    Bottom-up processing is also known as data-driven processing, because it originates with the stimulation of the sensory receptors. [10] Psychologist James Gibson opposed the top-down model and argued that perception is direct, and not subject to hypothesis testing as Gregory proposed.

  3. Bottom–up and top–down design - Wikipedia

    en.wikipedia.org/wiki/Bottom–up_and_topdown...

    Bottomup and topdown are both strategies of information processing and ordering knowledge, used in a variety of fields including software, humanistic and scientific theories (see systemics), and management and organization. In practice they can be seen as a style of thinking, teaching, or leadership.

  4. Context effect - Wikipedia

    en.wikipedia.org/wiki/Context_effect

    Top down design fuels understanding of an image by using prior experiences and knowledge to interpret a stimulus. This process helps us analyze familiar scenes and objects when encountering them. [3] During perception of any kind, people generally use either sensory data (bottom-up design) or prior knowledge of the stimulus (top-down design ...

  5. Constructive perception - Wikipedia

    en.wikipedia.org/wiki/Constructive_perception

    In contrast to this top-down approach, there is the bottom-up approach of direct perception. Perception is more of a hypothesis, and the evidence to support this is that "Perception allows behaviour to be generally appropriate to non-sensed object characteristics," meaning that we react to obvious things that, for example, are like doors even ...

  6. Broadbent's filter model of attention - Wikipedia

    en.wikipedia.org/wiki/Broadbent's_filter_model_of...

    Voluntary attention, otherwise known as top-down attention, is the aspect over which we have control, enabling us to act in a goal-directed manner. [14] In contrast, reflexive attention is driven by exogenous stimuli redirecting our current focus of attention to a new stimulus, thus it is a bottom-up influence. These two divisions of attention ...

  7. CLARION (cognitive architecture) - Wikipedia

    en.wikipedia.org/wiki/CLARION_(cognitive...

    In bottom-up learning, associations among (micro)features in the bottom level are extracted and encoded as explicit rules. In top-down learning, rules in the top level guide the development of implicit associations in the bottom level. Additionally, learning may be carried out in parallel, touching both implicit and explicit processes ...

  8. Feature integration theory - Wikipedia

    en.wikipedia.org/wiki/Feature_integration_theory

    Information acquired through both bottom-up and top-down processing is ranked according to priority. The priority ranking guides visual search and makes the search more efficient. Whether the Guided Search Model 2.0 or the feature integration theory are "correct" theories of visual search is still a hotly debated topic.

  9. Object recognition (cognitive science) - Wikipedia

    en.wikipedia.org/wiki/Object_recognition...

    Within these stages, there are more specific processes that take place to complete the different processing components. In addition, other existing models have proposed integrative hierarchies (top-down and bottom-up), as well as parallel processing, as opposed to this general bottom-up hierarchy.