Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1

E548091
book cognitive science book scientific monograph

Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 is a foundational book in cognitive science and artificial intelligence that introduced influential connectionist models of mental processes using neural network frameworks.

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Label Occurrences
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 canonical 1
Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2 1

Statements (47)

Predicate Object
instanceOf book ⓘ
cognitive science book ⓘ
scientific monograph ⓘ
approach connectionist approach to cognition ⓘ
neural network modeling of mental processes ⓘ
author David E. Rumelhart NERFINISHED ⓘ
James L. McClelland NERFINISHED ⓘ
authorCollective PDP Research Group NERFINISHED ⓘ
contribution helped establish parallel distributed processing as a major framework in cognitive science ⓘ
introduced influential connectionist models of mental processes ⓘ
popularized backpropagation-based learning in cognitive modeling ⓘ
provided computational models for a wide range of cognitive tasks ⓘ
countryOfPublication United States of America ⓘ
surface form: United States
editor David E. Rumelhart NERFINISHED ⓘ
James L. McClelland NERFINISHED ⓘ
PDP Research Group NERFINISHED ⓘ
field artificial intelligence ⓘ
cognitive science ⓘ
computational psychology ⓘ
connectionism ⓘ
neural networks ⓘ
influencedField artificial intelligence ⓘ
cognitive psychology ⓘ
computational neuroscience ⓘ
machine learning ⓘ
neural network research ⓘ
language English ⓘ
notableFor being a foundational work in connectionism ⓘ
shaping the revival of neural networks in the 1980s ⓘ
systematic exploration of parallel distributed processing architectures ⓘ
partOf Parallel Distributed Processing (two-volume set) NERFINISHED ⓘ
publisher MIT Press NERFINISHED ⓘ
relatedWork Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2 NERFINISHED ⓘ
seriesTitle Parallel Distributed Processing NERFINISHED ⓘ
shortTitle Parallel Distributed Processing, Volume 1 NERFINISHED ⓘ
timePeriod 1980s connectionist revival ⓘ
title Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 NERFINISHED ⓘ
topic cognitive modeling ⓘ
connectionist models of cognition ⓘ
language processing models ⓘ
learning in neural networks ⓘ
memory models ⓘ
neural network frameworks ⓘ
parallel distributed processing NERFINISHED ⓘ
perception and recognition ⓘ
representation of knowledge in distributed systems ⓘ
volumeNumber 1 ⓘ

Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

David E. Rumelhart → notableWork → Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 ⓘ
David E. Rumelhart → notableWork → Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1 ⓘ
this entity surface form: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 2