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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Nonword pronunciation and models of word recognition.
TL;DR: An experiment yielded data concerning the pronunciation of a large corpus of nonwords that was used to assess 2 models of naming: a model developed by D. C. Plaut and J. L. Haller's dual-route model and a model that uses improved orthographic and phonological representations.
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Concepts, control and context: A connectionist account of normal and disordered semantic cognition
TL;DR: The model accounts for executive influences on semantics by including a controlled retrieval mechanism that provides top-down input to amplify weak semantic relationships and successfully codes knowledge for abstract and concrete words, associative and taxonomic relationships, and the multiple meanings of homonyms, within a single representational space.
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Visual factors in word perception
TL;DR: For instance, this paper found that at tachistoscopic exposure durations, each letter of a four-letter word is perceived more accurately than a single letter, while a plain white field eliminated the phenomenon entirely.
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Levels indeed! A response to Broadbent
TL;DR: The authors argue that the information processing approach to psychology has been primarily concerned with the same level that we are, namely, the algorithmic level, and conclude that distributed models may ultimately provide more compelling accounts of a number of aspects of cognitive processes than other algorithmic accounts.