Literature DB >> 24315700

An exemplar of model-based cognitive neuroscience.

Thomas J Palmeri1.   

Abstract

Are categories learned by forming abstract prototypes or by remembering specific exemplars? Mack, Preston, and Love observed that patterns of functional MRI (fMRI) brain activity were more consistent with patterns of representations predicted by exemplar models than by prototype models. Their work represents the theoretical power of emerging approaches to model-based cognitive neuroscience.
Copyright © 2013 Elsevier Ltd. All rights reserved.

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Year:  2013        PMID： 24315700      PMCID： PMC3946720          DOI： 10.1016/j.tics.2013.10.014

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN： 1364-6613            Impact factor:   20.229


  10 in total

Review 1.  Thirty categorization results in search of a model.

Authors:  J D Smith; J P Minda
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2000-01       Impact factor: 3.051

2.  Exemplar representation without generalization? Comment on Smith and Minda's (2000) "Thirty categorization results in search of a model".

Authors:  R M Nosofsky
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2000-11       Impact factor: 3.051

3.  Activation in the neural network responsible for categorization and recognition reflects parameter changes.

Authors:  Robert M Nosofsky; Daniel R Little; Thomas W James
Journal:  Proc Natl Acad Sci U S A       Date:  2011-12-19       Impact factor: 11.205

4.  Learning the exception to the rule: model-based FMRI reveals specialized representations for surprising category members.

Authors:  Tyler Davis; Bradley C Love; Alison R Preston
Journal:  Cereb Cortex       Date:  2011-06-10       Impact factor: 5.357

Review 5.  Reciprocal relations between cognitive neuroscience and formal cognitive models: opposites attract?

Authors:  Birte U Forstmann; Eric-Jan Wagenmakers; Tom Eichele; Scott Brown; John T Serences
Journal:  Trends Cogn Sci       Date:  2011-05-24       Impact factor: 20.229

6.  From salience to saccades: multiple-alternative gated stochastic accumulator model of visual search.

Authors:  Braden A Purcell; Jeffrey D Schall; Gordon D Logan; Thomas J Palmeri
Journal:  J Neurosci       Date:  2012-03-07       Impact factor: 6.167

7.  Decoding the brain's algorithm for categorization from its neural implementation.

Authors:  Michael L Mack; Alison R Preston; Bradley C Love
Journal:  Curr Biol       Date:  2013-10-03       Impact factor: 10.834

8.  A Bayesian framework for simultaneously modeling neural and behavioral data.

Authors:  Brandon M Turner; Birte U Forstmann; Eric-Jan Wagenmakers; Scott D Brown; Per B Sederberg; Mark Steyvers
Journal:  Neuroimage       Date:  2013-01-28       Impact factor: 6.556

9.  Visual category learning.

Authors:  Jennifer J Richler; Thomas J Palmeri
Journal:  Wiley Interdiscip Rev Cogn Sci       Date:  2013-11-26

10.  Perceptual criteria in the human brain.

Authors:  Corey N White; Jeanette A Mumford; Russell A Poldrack
Journal:  J Neurosci       Date:  2012-11-21       Impact factor: 6.167
  10 in total
  2 in total

1.  Approaches to Analysis in Model-based Cognitive Neuroscience.

Authors:  Brandon M Turner; Birte U Forstmann; Bradley C Love; Thomas J Palmeri; Leendert Van Maanen
Journal:  J Math Psychol       Date:  2016-02-17       Impact factor: 2.223

2.  Model-based cognitive neuroscience.

Authors:  Thomas J Palmeri; Bradley C Love; Brandon M Turner
Journal:  J Math Psychol       Date:  2016-11-23       Impact factor: 2.223
  2 in total

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