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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Guest Editorial: Convergent Approaches to the Understanding of Autonomous Mental Development
TL;DR: This special issue focuses on convergent approaches to the understanding of autonomous mental development and the effort to build the necessary bridges between research areas to help foster the investigation of the emergence of intelligent, autonomous, and organized behaviour in children and robotic systems.
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Category Learning: Learning the general but not the specific
TL;DR: Amnesia patients have a normal ability to learn categories from examples, even though they fail to learn the examples themselves; computational models of brain function suggest how and why.
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Exploiting lawful variability in the signal: The TRACE model of speech perception
TL;DR: A model of speech perception in which lawful variability in the speech signal is treated as a source of additional information, rather than as noise, is described and perceptual behavior which appears to be guided by rules can be induced without any explicit rules in the system.
Attentional Modulation of Lexical Effects on Speech Perception: Computational and Behavioral Experiments
TL;DR: Simulation results from two concrete implementations of dampening of activation as a neurophysiologically-plausible computational mechanism indicate that each of the implementations can account for attentional modulation of lexical feedback effects but that they have different consequences on the dynamics of Lexical activation.