Connectionalism

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf gptkb:logic
gptkbp:basisFor gptkb:machine_learning
deep learning
connectionist models
gptkbp:contrastsWith gptkb:symbolic_AI
gptkb:computationalism
gptkbp:describes mental phenomena using artificial neural networks
gptkbp:developedBy 1980s
gptkbp:field gptkb:artificial_intelligence
cognitive science
neuroscience
gptkbp:focusesOn pattern recognition
parallel processing
learning from experience
https://www.w3.org/2000/01/rdf-schema#label Connectionalism
gptkbp:influencedBy biological neural networks
gptkbp:notableFigure gptkb:Geoffrey_Hinton
gptkb:David_Rumelhart
gptkb:James_McClelland
gptkbp:proposedBy cognition emerges from interconnected networks of simple units
gptkbp:relatedTo parallel distributed processing
gptkbp:uses distributed representations
learning algorithms
gptkbp:bfsParent gptkb:Anglicanism
gptkbp:bfsLayer 3