Neural Networks for Pattern Recognition download free [PDF and Ebook] by Christopher M. Bishop

Neural Networks for Pattern Recognition download free [PDF and Ebook] by Christopher M. Bishop year 1996
  • Book name: Neural Networks for Pattern Recognition
  • Author: Christopher M. Bishop
  • Release date: 1996/3/15
  • Language: English
  • Genre or Collection: Computing
  • ISBN: 9780198538646
  • Rating: 8.96 of 10
  • Votes: 812
  • Review by: Nylah Alston
  • Review rating: 8.31 of 10
  • Review Date: 2018/9/15
  • Total pages: 504
  • Includes a PDF summary of 43 pages
  • Description or summary of the book: This book provides the first comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions, and discusses the properties and relative merits of the multi-layer perceptron and radial basis function network models. It also motivates the use of various forms of error functions, andreviews the principal algorithms for error function minimization. As well as providing a detailed discussion of learning and generalization in neural networks, the book also covers the important topics of data processing, feature extraction, and prior knowledge. The book concludes with an extensivetreatment of Bayesian techniques and their applications to neural networks.
  • Estimated reading time (average reader): 32H28M47S
  • Other categories, genre or collection: European History, Image Processing, Neural Networks & Fuzzy Systems, Probability & Statistics, Linguistics, Human-computer Interaction, Pattern Recognition
  • Available formats: TXT, HTMLZ, RB, WORD, SNB, PDF, DOC, EPUB. Compressed in RAR, IMG, XZ, 7-ZIP, ZIP, 7Z
  • Download servers: Hotfile, Tresorit, Dropbox, Uploaded, BitShare, Data File Host
  • Format: Paperback
  • Approximate value: 75.60 USD
  • Dimensions: 156x234x28mm
  • Weight: 751g
  • Printed by: Clarendon Press
  • Published in: Oxford, United Kingdom
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