nach der Bestellung gedruckt Neuware - Printed after ordering - 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 L�on BottouIn 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 L�on 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.

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T�tulo: Perceptrons, Reissue of the 1988 Expanded Edition with a new foreword by L�on Bottou : An Introduction to Computational Geometry
Editor: MIT Press
Fecha de publicaci�n: 2017
Idioma: Ingl�s
ISBN 10: 0262534770
ISBN 13: 9780262534772
Encuadernaci�n: Taschenbuch
Estado: Neu

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The first systematic study of parallelism in computation by two pioneers in the field.

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Marvin Minsky (1927–2016) was Toshiba Professor of Media Arts and Sciences and Donner Professor of Electrical Engineering and Computer Science at MIT. He was a cofounder of the MIT Media Lab and a consultant for the One Laptop Per Child project.

The late Seymour A. Papert was a Professor in MIT's AI Lab (1960–1980s) and MIT's Media Lab (1985–2000) and the author of Mindstorms: Children, Computers, and Powerful Ideas.

L�on Bottou is a Research Scientist at NEC Labs America.

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