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19861980s
James McClelland
Cognitive psychologist central to the connectionist revolution of the 1980s.
Organizations
Stanford UniversityCarnegie Mellon University
Major Achievements
- •Co-directed the PDP Research Group with David Rumelhart.
- •Co-authored 'Parallel Distributed Processing' (1986), shifting cognitive psychology toward neural network modeling.
- •Showed how neural models could explain psychological phenomena without explicit symbolic rules.
Key Papers
- Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Volume 1
David E. Rumelhart, James L. McClelland · MIT Press · 1986
Videos
Jay McClelland: Neural Networks and the Emergence of Cognition | Lex Fridman Podcast #222
Lex Fridman