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The exemplar model accomplished this because it made decisions by matching a test item to everything in memory.
But Hintzman (1986) took a formally specified exemplar model and reproduced the same performance advantage for the test of a prototype.
To explain these results, we developed PDIST, a multiple exemplar model that assumes that people form perceived distributions by activating a set of category exemplars and then judging the relative likelihoods of different feature values on the basis of the relative activation strengths of these feature values.
In the exemplar model [ 20], only one copy of each duplicate is kept.
fIn this exemplar model, the total number of reaction events in a given reaction channel ranged from one to several hundred thousand over the 3600 sec simulation.
The noisy exemplar model further suggested that the increase in information quality reflected a decrease in encoding noise and not an increase in forgetting.
Similar(45)
So exemplar models that reason about functions in terms of examples and similarity between examples, that similarity function is essentially what's captured by the kernel.
Experiment 4 combined the MCMC method with multidimensional scaling to demonstrate how different accounts of the structure of categories, such as prototype and exemplar models, can be tested, producing samples from the categories of apples, oranges, and grapes.
A synthesis of computational and behavioral approaches is brought to bear to advance a similarity-based account that rejects the stimulus generalization underpinnings of the reference point view (such as exemplar models) and extends its explanatory scope beyond the circumscribed traditional artificial classification learning (TACL) paradigm.
The primary themes were an increase in small-group work, inquiry-based learning, and some form of peer-cooperative learning, of which David Arendale's (Arendale 2005) extensive bibliography lists several exemplar models.
Obstacles to such a vision were discussed along with exemplar models of transdisciplinary curricula and suggestions for scholarship.
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CEO of Professional Science Editing for Scientists @ prosciediting.com