Literature DB >> 28877535

Monkeys and humans take local uncertainty into account when localizing a change.

Deepna Devkar1, Anthony A Wright1, Wei Ji Ma2,3.   

Abstract

Since sensory measurements are noisy, an observer is rarely certain about the identity of a stimulus. In visual perception tasks, observers generally take their uncertainty about a stimulus into account when doing so helps task performance. Whether the same holds in visual working memory tasks is largely unknown. Ten human and two monkey subjects localized a single change in orientation between a sample display containing three ellipses and a test display containing two ellipses. To manipulate uncertainty, we varied the reliability of orientation information by making each ellipse more or less elongated (two levels); reliability was independent across the stimuli. In both species, a variable-precision encoding model equipped with an "uncertainty-indifferent" decision rule, which uses only the noisy memories, fitted the data poorly. In both species, a much better fit was provided by a model in which the observer also takes the levels of reliability-driven uncertainty associated with the memories into account. In particular, a measured change in a low-reliability stimulus was given lower weight than the same change in a high-reliability stimulus. We did not find strong evidence that observers took reliability-independent variations in uncertainty into account. Our results illustrate the importance of studying the decision stage in comparison tasks and provide further evidence for evolutionary continuity of working memory systems between monkeys and humans.

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Year:  2017        PMID: 28877535      PMCID: PMC5588915          DOI: 10.1167/17.11.4

Source DB:  PubMed          Journal:  J Vis        ISSN: 1534-7362            Impact factor:   2.240


  39 in total

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Authors:  Louise Lakha; Michael J Wright
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2.  Variability in encoding precision accounts for visual short-term memory limitations.

Authors:  Ronald van den Berg; Hongsup Shin; Wen-Chuang Chou; Ryan George; Wei Ji Ma
Journal:  Proc Natl Acad Sci U S A       Date:  2012-05-11       Impact factor: 11.205

3.  Discrete fixed-resolution representations in visual working memory.

Authors:  Weiwei Zhang; Steven J Luck
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4.  Attentional limits on the perception and memory of visual information.

Authors:  J Palmer
Journal:  J Exp Psychol Hum Percept Perform       Date:  1990-05       Impact factor: 3.332

5.  Stimulus-specific variability in color working memory with delayed estimation.

Authors:  Gi-Yeul Bae; Maria Olkkonen; Sarah R Allred; Colin Wilson; Jonathan I Flombaum
Journal:  J Vis       Date:  2014-04-08       Impact factor: 2.240

6.  Accounting for stimulus-specific variation in precision reveals a discrete capacity limit in visual working memory.

Authors:  Michael S Pratte; Young Eun Park; Rosanne L Rademaker; Frank Tong
Journal:  J Exp Psychol Hum Percept Perform       Date:  2017-01       Impact factor: 3.332

7.  A probabilistic model of visual working memory: Incorporating higher order regularities into working memory capacity estimates.

Authors:  Timothy F Brady; Joshua B Tenenbaum
Journal:  Psychol Rev       Date:  2012-12-10       Impact factor: 8.934

8.  Dynamic shifts of limited working memory resources in human vision.

Authors:  Paul M Bays; Masud Husain
Journal:  Science       Date:  2008-08-08       Impact factor: 47.728

9.  Serial, covert shifts of attention during visual search are reflected by the frontal eye fields and correlated with population oscillations.

Authors:  Timothy J Buschman; Earl K Miller
Journal:  Neuron       Date:  2009-08-13       Impact factor: 17.173

10.  Probabilistic computation in human perception under variability in encoding precision.

Authors:  Shaiyan Keshvari; Ronald van den Berg; Wei Ji Ma
Journal:  PLoS One       Date:  2012-06-29       Impact factor: 3.240

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  2 in total

1.  Variable precision in visual perception.

Authors:  Shan Shen; Wei Ji Ma
Journal:  Psychol Rev       Date:  2018-10-18       Impact factor: 8.934

2.  Joint representation of working memory and uncertainty in human cortex.

Authors:  Hsin-Hung Li; Thomas C Sprague; Aspen H Yoo; Wei Ji Ma; Clayton E Curtis
Journal:  Neuron       Date:  2021-09-14       Impact factor: 17.173

  2 in total

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