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Titlebook: Synergetic Computers and Cognition; A Top-Down Approach Hermann Haken Book 2004Latest edition Springer-Verlag Berlin Heidelberg 2004 Neuro

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Examples: Recognition of Faces and of City Mapsed in Chap. 5. To this end we shall consider pattern recognition of faces. A number of persons, say ten, were photographed and the photographs were digitized, usually with 60 by 60 pixels. The background was processed so as to yield a uniform background. The resulting pictures are then supplied with
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Simultaneous Invariance with Respect to Translation, Rotation and Scalinge the test pattern vectors . and prototype pattern vectors .. by means of their components and replace the discrete index . by the Cartesian coordinates . and .. where . and . represent for instance the value of grey tones at the position .,..
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Learning Algorithmsn in previous chapters, patterns are stored in the form of vectors ... In order to perform pattern recognition, the formalism requires that the adjoint vectors .. are known. These .. occur in different ways depending on whether the formalism is realized on a serial computer or on a network.
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Oscillations in the Perception of Ambiguous Patterns as Roman times (Lorscheid and Hofmeister 1980) (Fig. 13.2). In 1759 Porterfield and in 1832 Necker reported on such patterns (Fig. 13.3). For more recent studies and reviews see Fisher (1967), Gombrich (1973), Gräser (1977), Pöppel (1982), Kawamoto and Anderson (1985).
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