1989
DOI: 10.1037/0033-295x.96.3.417
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Context effects in letter perception: Comparison of two theories.

Abstract: This study showed that Elementary Perceiver and Memorizer (EPAM) can explain letter recognition phenomena earlier simulated by the connectionist Interactive Activation Model (IAM) of word perception (McClelland & Rumelhart, 1981;Rumelhart & McClelland, 1982). EPAM, a model of learning and recognition in the form of a computer program, has previously successfully explained many aspects of learning and perception in a range of task environments (Feigenbaum & Simon, 1984). This study shows that the human data mod… Show more

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Cited by 61 publications
(53 citation statements)
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“…Others postulate that lexical information preferentially activates letters in words (McClelland & Rumelhart, 1981;Paap, Newsome, McDonald, & Schvaneve1dt, 1982). Finally, words may have an advantage in processing because they contain recognizable clusters of letters (see, e.g., Richman & Simon, 1989).…”
Section: Discussionmentioning
confidence: 99%
“…Others postulate that lexical information preferentially activates letters in words (McClelland & Rumelhart, 1981;Paap, Newsome, McDonald, & Schvaneve1dt, 1982). Finally, words may have an advantage in processing because they contain recognizable clusters of letters (see, e.g., Richman & Simon, 1989).…”
Section: Discussionmentioning
confidence: 99%
“…Instead, we will briefly enumerate some possibilities. Enhanced discriminability might result from (I) top-down feedback from higher order units (e.g., MeClelland & Rumelhart, 1981); (2) multiple independent sources of evidence-that is, low level perceptual information as well as information from higher order units (e.g., Massaro & Cohen, 1991;Norris, McQueen, & Cutler, 2000); (3) advantages of chunking (Anderson & Lebiere, 1998;Richman & Simon, 1989); (4) a selective bias toward automatic activation of familiar letter clusters (The better recognition of letters in words ... is attributed to their advantage in competition for access to working memory, which is conferred by the encoding of familiar letter groups as units"; Estes & Brunn, 1987, p. 411); or (5) higher order units preventing encoded perceptual features from decaying or perturbing (Estes, 1975).…”
Section: Different Biases Due To Prior Study and Word Frequencymentioning
confidence: 99%
“…about its simulations in a wide variety of experimental paradigms (including paired-associate, serial anticipation, fan-effect, distractor task, and auditory-span paradigms) are now in the process of being submitted for publication. The new revision combines EPAM III (Feigenbaum & Simon, 1984) and SAL III (Hintzman, 1968), the two leading models of the paired-associate paradigm, and continues to simulate the expert memory data earlier simulated by EPAM IV (Richman, Staszewski, & Simon, 1995) and the context effects in letter perceptions data earlier simulated by EPAM IIIA (Richman & Simon, 1989). EPAM VI thus provides an internally-consistent explanation of a wide variety of phenomena.…”
mentioning
confidence: 99%
“…Although other models of classification learning have achieved closer fits to some of these experiments, they generally have many more free parameters, sometimes so many free parameters that it is not clear whether it is their many free parameters or their theory of human processes that is fitting the data (Smith & Minda, 2000;Gluck et al, 2001). We have not used statistical tests to compare the variance explained by these models because such tests are not valid when models have differing numbers of parameters (see Richman & Simon, 1989, for a discussion).…”
mentioning
confidence: 99%