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" Perceptrons : "


Document Type : BL
Record Number : 626324
Doc. No : dltt
Main Entry : Minsky, Marvin,1927-2016.
Title & Author : Perceptrons : : an introduction to computational geometry /\ Marvin Minsky and Seymour Papert.
Edition Statement : Expanded ed.
Publication Statement : Cambridge, Mass. :: MIT Press,, 1988, c1969.
Page. NO : xv, 292 p. :: ill. ;; 23 cm.
ISBN : 0262631113 (pbk.)
: : 9780262631112 (pbk.)
Notes : Includes index.
Bibliographies/Indexes : Bibliography: p. [281]-287.
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.
Subject : Perceptrons.
Subject : Geometry-- Data processing.
Subject : Parallel processing (Electronic computers)
Subject : Machine learning.
Subject : Artificial Intelligence.
Subject : Automatic Data Processing.
Subject : Mathematics.
LC Classification : ‭Q327‬‭.M55 1988‬
Added Entry : Papert, Seymour.
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