Connectionist theories

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf gptkb:logic
gptkbp:alsoKnownAs parallel distributed processing
gptkbp:application pattern recognition
language processing
memory modeling
perception modeling
gptkbp:basisFor gptkb:artificial_neural_networks
gptkbp:contrastsWith symbolic theories
gptkbp:criticizedFor biological implausibility (in some models)
lack of symbolic reasoning
gptkbp:emphasizes distributed representations
learning from experience
gptkbp:field gptkb:artificial_intelligence
cognitive science
psychology
https://www.w3.org/2000/01/rdf-schema#label Connectionist theories
gptkbp:influencedBy neuroscience
gptkbp:introducedIn 1980s
gptkbp:proposedBy gptkb:David_E._Rumelhart
gptkb:Geoffrey_Hinton
gptkb:James_L._McClelland
gptkbp:publishedIn Parallel Distributed Processing (book)
gptkbp:relatedTo deep learning
connectionism
neural computation
gptkbp:supports parallel processing
emergent properties
gptkbp:bfsParent gptkb:Universal_grammar
gptkbp:bfsLayer 7