Normal view
MARC view
Perceptrons : an introduction to computational geometry / Marvin Minsky and Seymour Papert.
Publication details: Cambridge, Mass. : MIT Press, 1988, c1969.Edition: Expanded edDescription: xv, 292 p. : ill. ; 23 cmContent type:- text
- unmediated
- volume
- 9780262631112
- 0262631113
- Q327 .M55 1988
Contents:
| Item type | Current library | Home library | Collection | Shelving location | Call number | Status | Barcode | |
|---|---|---|---|---|---|---|---|---|
Books
|
American University in Dubai | American University in Dubai | Non-fiction | Main Collection | Q 327 .M55 1988 (Browse shelf(Opens below)) | Available | 5164332 |
Browsing American University in Dubai shelves, Shelving location: Main Collection Close shelf browser (Hides shelf browser)
| Q 325.5 .M58 1997 Machine Learning / | Q 325.5 .M87 2016 Support vector machines and perceptrons : learning, optimization, classification, and application to social networks / | Q 325.5 .S45 2018 The deep learning revolution / | Q 327 .M55 1988 Perceptrons : an introduction to computational geometry / | Q 334.7 .C45 2021 The ethics of AI : facts, fictions, and forecasts / | Q 335 .A3 1998 Introduction to artificial life / | Q 335 .A76 1986 Artificial intelligence : a personal, commonsense journey / |
Includes index.
Bibliography: p. [281]-287.
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.
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