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Talking Nets: An Oral History of Neural Networks [Kõva köide]

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  • Formaat: Hardback, 448 pages, kõrgus x laius x paksus: 252x178x25 mm, kaal: 1180 g, 34
  • Sari: Bradford Books
  • Ilmumisaeg: 23-Jun-1998
  • Kirjastus: MIT Press
  • ISBN-10: 0262011670
  • ISBN-13: 9780262011679
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  • Formaat: Hardback, 448 pages, kõrgus x laius x paksus: 252x178x25 mm, kaal: 1180 g, 34
  • Sari: Bradford Books
  • Ilmumisaeg: 23-Jun-1998
  • Kirjastus: MIT Press
  • ISBN-10: 0262011670
  • ISBN-13: 9780262011679

Since World War II, a group of scientists has been attempting to understand the humannervous system and to build computer systems that emulate the brain's abilities. Many of the earlyworkers in this field of neural networks came from cybernetics; others came from neuroscience,physics, electrical engineering, mathematics, psychology, even economics. In this collection ofinterviews, those who helped to shape the field share their childhood memories, their influences,how they became interested in neural networks, and what they see as its future.The subjects tellstories that have been told, referred to, whispered about, and imagined throughout the history ofthe field. Together, the interviews form a Rashomon-like web of reality. Some of the mythic peopleresponsible for the foundations of modern brain theory and cybernetics, such as Norbert Wiener,Warren McCulloch, and Frank Rosenblatt, appear prominently in the recollections. The intervieweesagree about some things and disagree about more. Together, they tell the story of how science isactually done, including the false starts, and the Darwinian struggle for jobs, resources, andreputation. Although some of the interviews contain technical material, there is no actualmathematics in the book.Contributors : James A. Anderson, Michael Arbib, Gail Carpenter, LeonCooper, Jack Cowan, Walter Freeman, Stephen Grossberg, Robert Hecht-Neilsen, Geoffrey Hinton, TeuvoKohonen, Bart Kosko, Jerome Lettvin, Carver Mead, David Rumelhart, Terry Sejnowski, Paul Werbos,Bernard Widrow.

Introduction vii
1 Jerome Y. Lettvin
1(22)
2 Walter J. Freeman
23(22)
3 Bernard Widrow
45(26)
4 Leon N. Cooper
71(26)
5 Jack D. Cowan
97(30)
6 Carver Mead
127(18)
7 Teuvo Kohonen
145(22)
8 Stephen Grossberg
167(32)
9 Gail Carpenter and Stephen Grossberg
199(12)
10 Michael A. Arbib
211(28)
11 James A. Anderson
239(28)
12 David E. Rumelhart
267(26)
13 Robert Hecht-Nielsen
293(22)
14 Terrence J. Sejnowski
315(20)
15 Paul J. Werbos
335(26)
16 Geoffrey E. Hinton
361(26)
17 Bart Kosko
387(26)
Glossary 413(10)
Index 423