Literature DB >> 30912034

A context-change account of temporal distinctiveness.

Brian M Siefke1, Troy A Smith2, Per B Sederberg3.   

Abstract

The distinctiveness effect refers to the finding that items that stand out from other items in a learning set are more likely to be remembered later. Traditionally, distinctiveness has been defined based on item features; specifically, an item is deemed to be distinctive if its features are different from the features of other to-be-learned items. We propose that distinctiveness can be redefined based on context change-distinctive items are those with features that deviate from the others in the current temporal context, a recency-weighted running average of experience-and that this context change modulates learning. We test this account with two novel experiments and introduce a formal mathematical model that instantiates our proposed theory. In the experiments, participants studied lists of words, with each word appearing on one of two background colors. Within each list, each color was used for 50% of the words, but the sequence of the colors was controlled so that runs of the same color for that list were common in Experiment 1 and common, rare, or random in Experiment 2. In both experiments, participants' source memory for background color was enhanced for items where the color changed, especially if the change occurred after a stable run without color changes. Conversely, source memory was not significantly better for nonchanges after runs of alternating colors with each item. This pattern is inconsistent with theories of learning based on prediction error, but is consistent with our context-change account.

Entities:  

Keywords:  Context effects; Distinctiveness; Memory; Source memory; Temporal context

Mesh:

Year:  2019        PMID: 30912034     DOI: 10.3758/s13421-019-00925-5

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  52 in total

1.  Curiosity and reward: Valence predicts choice and information prediction errors enhance learning.

Authors:  Caroline B Marvin; Daphna Shohamy
Journal:  J Exp Psychol Gen       Date:  2016-01-18

2.  Error-related negativity predicts reinforcement learning and conflict biases.

Authors:  Michael J Frank; Brion S Woroch; Tim Curran
Journal:  Neuron       Date:  2005-08-18       Impact factor: 17.173

3.  PyEPL: a cross-platform experiment-programming library.

Authors:  Aaron S Geller; Ian K Schlefer; Per B Sederberg; Joshua Jacobs; Michael J Kahana
Journal:  Behav Res Methods       Date:  2007-11

4.  Accessing the particular from the general: the power of distinctiveness in the context of organization.

Authors:  R R Hunt; R E Smith
Journal:  Mem Cognit       Date:  1996-03

5.  Functionally dissociable influences on learning rate in a dynamic environment.

Authors:  Joseph T McGuire; Matthew R Nassar; Joshua I Gold; Joseph W Kable
Journal:  Neuron       Date:  2014-11-19       Impact factor: 17.173

6.  A temporal ratio model of memory.

Authors:  Gordon D A Brown; Ian Neath; Nick Chater
Journal:  Psychol Rev       Date:  2007-07       Impact factor: 8.934

7.  The attentional boost effect and context memory.

Authors:  Neil W Mulligan; S Adam Smith; Pietro Spataro
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2015-09-07       Impact factor: 3.051

8.  Task context and organization in free recall.

Authors:  Sean M Polyn; Kenneth A Norman; Michael J Kahana
Journal:  Neuropsychologia       Date:  2009-02-13       Impact factor: 3.139

9.  Electrophysiological analysis of the role of novelty in the von Restorff effect.

Authors:  Mauricio Rangel-Gomez; Martijn Meeter
Journal:  Brain Behav       Date:  2013-02-17       Impact factor: 2.708

10.  The role of the frontal cortex in memory: an investigation of the Von Restorff effect.

Authors:  Anat Elhalal; Eddy J Davelaar; Marius Usher
Journal:  Front Hum Neurosci       Date:  2014-06-27       Impact factor: 3.169

View more
  2 in total

Review 1.  Reward prediction errors create event boundaries in memory.

Authors:  Nina Rouhani; Kenneth A Norman; Yael Niv; Aaron M Bornstein
Journal:  Cognition       Date:  2020-06-17

2.  Explicit Sequence Memory in Recall of Temporally-structured Episodes.

Authors:  Yonatan Stern; Ron Katz; Talya Sadeh
Journal:  Sci Rep       Date:  2020-02-14       Impact factor: 4.379

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.