J
James L. McClelland
Researcher at Stanford University
Publications - 332
Citations - 84307
James L. McClelland is an academic researcher from Stanford University. The author has contributed to research in topics: Cognition & Connectionism. The author has an hindex of 102, co-authored 323 publications receiving 80253 citations. Previous affiliations of James L. McClelland include University of Lethbridge & University of Pittsburgh.
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A neurocomputational approach to obsessive-compulsive disorder
TL;DR: Findings in a neural-network model of brain dynamics leads to repetitive behaviors that resist termination and towards which the network tends, which are consistent with evidence of glutamatergic hyperactivity in this disorder.
Information Processing in Dynamical Systems: Foundations of Harmony Theory
TL;DR: In this paper, Schema theory and self-consistency are combined with harmony theory to achieve Schema Theory and Self-Consistency, and Harmony Theory is introduced.
Posted Content
Emergent Systematic Generalization in a Situated Agent
Felix Hill,Andrew K. Lampinen,Rosalia Schneider,Stephen Clark,Matthew Botvinick,James L. McClelland,Adam Santoro +6 more
TL;DR: In this paper, the authors consider tests of out-of-sample generalization that require an agent to respond to never-seen-before instructions by manipulating and positioning objects in a 3D Unity simulated room.
Journal ArticleDOI
Modeling Unsupervised Perceptual Category Learning
TL;DR: This work accounts for several results: acquired distinctiveness between categories and acquired similarity within categories, a faster increase in discrimination for more acoustically dissimilar vowels, and gradual unsupervised learning of category structure in simple visual stimuli.