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Perceptrons

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Perceptrons - the first systematic study of parallelism in computation - marked a historic turn in artificial intelligence, returning to the idea that intelligence might emerge from the activity of networks of neuron-like entities. Minsky and Papert provided mathematical analysis that showed the limitations of a class of computing machines that could be considered as models of the brain. Minsky and Papert added a new chapter in 1987 in which they discuss the state of parallel computers, and note a central theoretical challenge: reaching a deeper understanding of how objects or agents with individuality can emerge in a network. Progress in this area would link connectionism with what the authors have called society theories of mind.

Nákup knihy

Perceptrons, Marvin Minsky

Jazyk
Rok vydání
2017
Vazba
(měkká)
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4,0
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2 Hodnocení

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Titul
Perceptrons
Jazyk
anglicky
Vydavatel
MIT Press
Rok vydání
2017
Vazba
měkká
Počet stran
316
ISBN10
0262534770
ISBN13
9780262534772
Série
Hodnocení
4 z 5
Anotace
Perceptrons - the first systematic study of parallelism in computation - marked a historic turn in artificial intelligence, returning to the idea that intelligence might emerge from the activity of networks of neuron-like entities. Minsky and Papert provided mathematical analysis that showed the limitations of a class of computing machines that could be considered as models of the brain. Minsky and Papert added a new chapter in 1987 in which they discuss the state of parallel computers, and note a central theoretical challenge: reaching a deeper understanding of how objects or agents with individuality can emerge in a network. Progress in this area would link connectionism with what the authors have called society theories of mind.