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    Pattern Recognition Using Neural Networks

Pattern Recognition Using Neural Networks

Carl G. Looney
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      This work covers traditional linear pattern recognition and its non-linear extension via neural networks from an algorithmic approach. The text explores multiple layered preceptrons and describes network types such as functional link, radial basis function, learning vector quantanization and self-organizing. It also discusses recent clustering methods. This text is suitable for an advanced undergraduate course in pattern recognition or neural networks, and should also be useful as a reference and a resource.
      Format: CONTRIBUTORS: Carl G. Looney EAN: 9780195079203 COUNTRY: United States PAGES: WEIGHT: 1020 g HEIGHT: 0 cm
      PUBLISHED BY: Oxford University Press Inc DATE PUBLISHED: 1997-02-20 CITY: GENRE: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks, COMPUTERS / Optical Data Processing, LANGUAGE ARTS & DISCIPLINES / Linguistics / General WIDTH: 0 cm SPINE:

      Book Themes:

      Algorithms and data structures, Neural networks and fuzzy systems, Pattern recognition

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      This work covers traditional linear pattern recognition and its non-linear extension via neural networks from an algorithmic approach. The text explores multiple layered preceptrons and describes network types such as functional link, radial basis function, learning vector quantanization and self-organizing. It also discusses recent clustering methods. This text is suitable for an advanced undergraduate course in pattern recognition or neural networks, and should also be useful as a reference and a resource.
      Format: CONTRIBUTORS: Carl G. Looney EAN: 9780195079203 COUNTRY: United States PAGES: WEIGHT: 1020 g HEIGHT: 0 cm
      PUBLISHED BY: Oxford University Press Inc DATE PUBLISHED: 1997-02-20 CITY: GENRE: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks, COMPUTERS / Optical Data Processing, LANGUAGE ARTS & DISCIPLINES / Linguistics / General WIDTH: 0 cm SPINE:

      Book Themes:

      Algorithms and data structures, Neural networks and fuzzy systems, Pattern recognition

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