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Unsupervised Learning Foundations of Neural Computation

by Terrence J. Sejnowski

  • ISBN: 9780262581684
  • ISBN10: 026258168X

Unsupervised Learning Foundations of Neural Computation

by Terrence J. Sejnowski

  • List Price: $40.00
  • Binding: Paperback
  • Publisher: Mit Pr
  • Publish date: 05/01/1999
  • ISBN: 9780262581684
  • ISBN10: 026258168X
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Description: This volume of Foundations of Neural Computations, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data.
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