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Perceptrons : an introduction to computational geometry

Author: Marvin Lee Minsky; Seymour Papert
Publisher: Cambridge, Mass. : MIT Press, 1988, ©1969.
Edition/Format:   Book : English : Expanded edView all editions and formats
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Document Type: Book
All Authors / Contributors: Marvin Lee Minsky; Seymour Papert
ISBN: 0262631113 9780262631112
OCLC Number: 16924756
Notes: Includes index.
Description: xv, 292 p. : ill. ; 23 cm.
Contents: Prologue: a view from 1988 --
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 --
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 --
Learning theory: Magnitude of the coefficients ; Learning ; Linear separation and learning ; Perceptions and pattern recognition --
Epilogue: the new connectionism.
Responsibility: Marvin Minsky and Seymour Papert.
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