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HAWAII STATE PUBLIC LIBRARY SYSTEM
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Minsky, Marvin, 1927-2016, author.
Subjects
Perceptrons.
Geometry -- Data processing.
Parallel processing (Electronic computers)
Neural networks (Computer science)
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by author:
Minsky, Marvin, 1927-2016, author.
by title:
Perceptrons : an int...
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Perceptrons : an introduction to computational geometry / Marvin L. Minsky and Seymour A. Papert ; foreword by Léon Bottou.
by
Minsky, Marvin, 1927-2016, author.
Cambridge, Massachusetts : The MIT Press, [2017]
Subjects
Perceptrons.
Geometry -- Data processing.
Parallel processing (Electronic computers)
Neural networks (Computer science)
ISBN:
9780262534772 (paperback ; alkaline paper) :
0262534770 (paperback ; alkaline paper)
Description:
xxiii, 292 pages : illustrations ; 23 cm
Edition:
[2017 edition].
Contents:
Foreword / by Léon Bottou -- Prologue : a view from 1988 -- Introduction -- I. Algebraic theory of linear parallel predicates. Theory of linear Boolean inequalities -- Group invariance of Boolean inequalities -- Parity and one-in-a-box predicates -- The "and/or" theorem -- II. Geometric theory of linear inequalities. [Psi]connected : a geometric property with unbounded order -- Geometric patterns of small order : spectra and context -- Stratification and normalization -- The diameter-limited perception -- Geometric predicates and serial algorithms -- III. Learning theory. Magnitude of the coefficients -- Learning -- Linear separation and learning -- Perceptions and pattern recognition -- Epilogue : the new connectionism.
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Hawaii State Library
Business, Science & Technology
006.3 Mi
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