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Marvin Minsky Seymour A. Papert Perceptrons (Paperback) MIT Press
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eBay item number:356908283945
Item specifics
- Condition
- Book Title
- Perceptrons
- EAN
- 9780262534772
- Contributor
- Léon Bottou (Foreword by)
- Title
- Perceptrons
- Subtitle
- An Introduction to Computational Geometry
- ISBN-10
- 0262534770
- ISBN
- 9780262534772
- Country/Region of Manufacture
- US
- Genre
- Computing & Internet
- Release Date
- 22/09/2017
- Release Year
- 2017
- Item Length
- 152mm
- Publication Year
- 2017
- Series
- The Mit Press
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Perceptrons: an Introduction to Computational Geometry
- Item Height
- 229 mm
- Publisher
- MIT Press LTD
- Subject
- Computer Science
- Item Width
- 152 mm
- Number of Pages
- 316 Pages
About this product
Product Information
The first systematic study of parallelism in computation by two pioneers in the field.Reissue of the 1988 Expanded Edition with a new foreword by Leon Bottou In 1969, ten years after the discovery of the perceptron-which showed that a machine could be taught to perform certain tasks using examples-Marvin Minsky and Seymour Papert published Perceptrons, their analysis of the computational capabilities of perceptrons for specific tasks. As Leon Bottou writes in his foreword to this edition, Their rigorous work and brilliant technique does not make the perceptron look very good. Perhaps as a result, research turned away from the perceptron. Then the pendulum swung back, and machine learning became the fastest-growing field in computer science. Minsky and Papert's insistence on its theoretical foundations is newly relevant. Perceptrons-the first systematic study of parallelism in computation-marked a historic turn in artificial intelligence, returning to the idea that intelligence might emerge from the activity of networks of neuron-like entities. Minsky and Papert provided mathematical analysis that showed the limitations of a class of computing machines that could be considered as models of the brain. Minsky and Papert added a new chapter in 1987 in which they discuss the state of parallel computers, and note a central theoretical challenge- reaching a deeper understanding of how objects or agents with individuality can emerge in a network. Progress in this area would link connectionism with what the authors have called society theories of mind.
Product Identifiers
Publisher
MIT Press LTD
ISBN-13
9780262534772
eBay Product ID (ePID)
238718059
Product Key Features
Number of Pages
316 Pages
Publication Name
Perceptrons: an Introduction to Computational Geometry
Language
English
Subject
Computer Science
Publication Year
2017
Type
Textbook
Series
The Mit Press
Format
Paperback
Dimensions
Item Height
229 mm
Item Width
152 mm
Additional Product Features
Country/Region of Manufacture
United States
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