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J

James L. McClelland

Stanford University

109H-index
441Paper Count
8.4WCitation Count
Published Papers 80
Publication Date
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Grounding mathematics in an integrated conceptual structure; part II: intervention study demonstrating robust learning and retention through a grounded curriculum
errFrontiers in Psychology
IF2.9
err2026-01-02
err0
errOAAI
errKevin W. Mickey; Laura W. Kreisel; Su Su; James L. McClelland
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Learning to Decompose: Human-Like Subgoal Preferences Emerge in Neural Networks Learning Graph Traversal
errOPEN MIND-DISCOVERIES IN COGNITIVE SCIENCE
IF0
err2025-11-10
err0
errOAAI
errLi, Yuxuan; McClelland, James L.
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errSave
Reflections on David E. Rumelhart and the Rumelhart Prize
errTopics in Cognitive Science
IF3
err2025-07-15
err0
PREAI
errJames L. McClelland
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errSave
Profile of John Hopfield and Geoffrey Hinton: 2024 Nobel laureates in Physics
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2025-04-17
err0
errOAAI
errMcClelland, James L.
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errSave
Language models, like humans, show content effects on reasoning tasks
errPNAS NEXUS
IF3.8
err2024-07-16
err5
errOAAI
errLampinen, Andrew K.; Dasgupta, Ishita; Chan, Stephanie C. Y.; Sheahan, Hannah R.; Creswell, Antonia; Kumaran, Dharshan; McClelland, James L.; Hill, Felix
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errSave
Capturing advanced human cognitive abilities with deep neural networks
errTRENDS IN COGNITIVE SCIENCES
IF17.2
err2022-12-01
err7
PREAI
errMcClelland, James L.
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errSave
Transforming task representations to perform novel tasks
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-12-10
err8
errOAAI
errLampinen, Andrew K.; McClelland, James L.
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errSave
Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-09-28
err49
errOAAI
errMcClelland, James L.; Hill, Felix; Rudolph, Maja; Baldridge, Jason; Schutze, Hinrich
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errSave
Do estimates of numerosity really adhere to Weber's law? A reexamination of two case studies
errPSYCHONOMIC BULLETIN & REVIEW
IF3
err2020-09-18
err15
errOAAI
errTestolin, Alberto; McClelland, James L.
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Integration of new information in memory: new insights from a complementary learning systems perspective
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF4.7
err2020-04-06
err60
errOAAI
errMcClelland, James L.; McNaughton, Bruce L.; Lampinen, Andrew K.
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errSave
Value-Based Decision Making: An Interactive Activation Perspective
errPSYCHOLOGICAL REVIEW
IF5.8
err2020-03-01
err26
PREAI
errSuri, Gaurav; Gross, James J.; McClelland, James L.
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Numerosity discrimination in deep neural networks: Initial competence, developmental refinement and experience statistics
errDEVELOPMENTAL SCIENCE
IF3.2
err2020-02-18
err37
PREAI
errTestolin, Alberto; Zou, Will Y.; McClelland, James L.
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errSave
Quasi-compositional mapping from form to meaning: a neural network-based approach to capturing neural responses during human language comprehension
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF4.7
err2019-12-16
err22
errOAAI
errRabovsky, Milena; McClelland, James L.
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Developing the knowledge of number digits in a child-like robot
errNATURE MACHINE INTELLIGENCE
IF23.9
err2019-12-10
err9
errOAAI
errDi Nuovo, Alessandro; McClelland, James L.
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errSave
Stipulating versus discovering representations
errBEHAVIORAL AND BRAIN SCIENCES
IF13.7
err2019-08-30
err16
errOAAI
errPlaut, DC; McClelland, JL
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errSave
A mathematical theory of semantic development in deep neural networks
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-05-17
err140
errOAAI
errSaxe, Andrew M.; McClelland, James L.; Ganguli, Surya
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errSave
Bayesian statistics to test Bayes optimality
errBEHAVIORAL AND BRAIN SCIENCES
IF13.7
err2019-01-10
err0
PREAI
errTurner, Brandon M.; McClelland, James L.; Busemeyer, Jerome
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errSave
Different Presentations of a Mathematical Concept Can Support Learning in Complementary Ways
errJOURNAL OF EDUCATIONAL PSYCHOLOGY
IF6.4
err2018-07-01
err9
errOAAI
errLampinen, Andrew K.; McClelland, James L.
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errSave
Concepts, Control, and Context: A Connectionist Account of Normal and Disordered Semantic Cognition
errPSYCHOLOGICAL REVIEW
IF5.8
err2018-04-01
err129
errOAAI
errHoffman, Paul; McClelland, James L.; Ralph, Matthew A. Lambon
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errSave
Distinct Representations of Magnitude and Spatial Position within Parietal Cortex during Number-Space Mapping
errJOURNAL OF COGNITIVE NEUROSCIENCE
IF3
err2018-02-01
err13
errOAAI
errKanayet, Frank J.; Mattarella-Micke, Andrew; Kohler, Peter J.; Norcia, Anthony M.; McCandliss, Bruce D.; McClelland, James L.
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
James J. Gross
H-index: 171 · Papers: 1.0K
M
Mark H. Johnson
H-index: 125 · Papers: 844
J
Jonathan D. Cohen
H-index: 122 · Papers: 536
B
Bruce L. McNaughton
H-index: 105 · Papers: 293
M
Matthew A. Lambon Ralph
H-index: 105 · Papers: 596
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