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Self-Organizing Map Formation Foundations of Neural Computation

by Terrence J. Sejnowski

  • ISBN: 9780262650601
  • ISBN10: 0262650606

Self-Organizing Map Formation Foundations of Neural Computation

by Terrence J. Sejnowski

  • List Price: $42.00
  • Binding: Paperback
  • Publisher: Mit Pr
  • Publish date: 11/01/2001
  • ISBN: 9780262650601
  • ISBN10: 0262650606
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Description: This book provides an overview of self-organizing map formation, including recent developments. Self-organizing maps form a branch of unsupervised learning, which is the study of what can be determined about the statistical properties of input data without explicit feedback from a teacher. The articles are drawn from the journal Neural Computation.

The book consists of five sections. The first section looks at attempts to model the organization of cortical maps and at the theory and applications of the related artificial neural network algorithms. The second section analyzes topographic maps and their formation via objective functions. The third section discusses cortical maps of stimulus features. The fourth section discusses self-organizing maps for unsupervised data analysis. The fifth section discusses extensions of self-organizing maps, including two surprising applications of mapping algorithms to standard computer science problems: combinatorial optimization and sorting.

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Seller: Powell's Books Chicago
Location: Chicago, IL
Condition: Like New
2001. Paperback. Octavo. 440 pp. Remainder stamp to bottom of text block. Fine.
Price:
$4.50
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2001. Paperback. Octavo. 440 pp. Remainder stamp to bottom of text block. Fine.
Seller: Ergodebooks
Location: Richmond, TX Ask seller a question
Condition: Good
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Price:
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Comments:
Buy with confidence. Excellent Customer Service & Return policy.Ships Fast. 24*7 Customer Service.
Seller: Ergodebooks
Location: Richmond, TX Ask seller a question
Condition: New
Buy with confidence. Excellent Customer Service & Return policy.Ships Fast. 24*7 Customer Service.
Price:
$30.67
Comments:
Buy with confidence. Excellent Customer Service & Return policy.Ships Fast. 24*7 Customer Service.
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