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Perceptrons : an introduction to computational geometry

Auteur : Marvin Minsky; Seymour Papert
Éditeur: Cambridge, Mass. : MIT Press, 1988, ©1969.
Édition/format:   Livre imprimé : Anglais : Expanded edVoir toutes les éditions et tous les formats
Résumé:

Perceptrons - the first systematic study of parallelism in computation - has remained a classical work on threshold automata networks for nearly two decades.

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Type d’ouvrage: Ressource Internet
Type de document: Livre, Ressource Internet
Tous les auteurs / collaborateurs: Marvin Minsky; Seymour Papert
ISBN: 0262631113 9780262631112
Numéro OCLC: 16924756
Description: xv, 292 pages : illustrations ; 23 cm
Contenu: 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.
Responsabilité: Marvin Minsky and Seymour Papert.
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