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Theory Neur Info Proc Systems C by Coolen

Theory Neur Info Proc Systems C

by Coolen
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Book cover type: Hardcover
  • ISBN13: 9780198530237
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Academic
  • Publisher Imprint: Academic
  • Publication Date:
  • Pages: 586
  • Original Price: GBP 71.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1125 grams
  • BISAC Subject(s): Data Science / Neural Networks

This interdisciplinary graduate text gives a full, explicit, coherent and up-to-date account of the modern theory of neural information processing systems and is aimed at student with an undergraduate degree in any quantitative discipline (e.g. computer science, physics, engineering, biology, or mathematics). The book covers all the major theoretical developments from the 1940s tot he present day, using a uniform and rigorous style of presentation and of mathematical notation. The text starts with simple model neurons and moves gradually to the latest advances in neural processing. An ideal textbook for postgraduate courses in artificial neural networks, the material has been class-tested. It is fully self contained and includes introductions to the various discipline-specific mathematical tools as well as multiple exercises on each topic.

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