Evidence map›Paper›PMID 36311862›Full record

ReviewFrontiers in behavioral neuroscience2022

How common is a common error term? The rules that govern associative learning in sensory preconditioning and second-order conditioning.

Travis P Todd, Nathan M Holmes

Abstract readReview
In one paragraph

Review in Frontiers in behavioral neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. The Molecular Substrates of Second-Order Conditioned Fear in the Basolateral Amygdala Complex.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Travis P ToddDepartment of Psychological Science, University of Vermont, Burlington, VT, United States.
Nathan M HolmesSchool of Psychology, University of New South Wales, Sydney, NSW, Australia.

Funding

Cortical circuitry and mechanisms underlying remote cue-specific fear memory and extinctionR01MH118734 · NIMH · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI GULLEDGE, ALLAN T, SMITH, KYLE S · 2019 to 2023
$2.4M
Cortical ensemble coding and circuit dynamics of fear suppressionK01MH116158 · NIMH · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI TODD, TRAVIS · 2018 to 2021
$651k
NIMH NIH HHS K01 MH116158NIMH NIH HHS R01 MH118734
6 · The paper itself

Abstract

In standard (first-order) Pavlovian conditioning protocols, pairings of an initially neutral conditioned stimulus (CS) and a biologically significant unconditioned stimulus (US) result in the formation of a CS-US association. The strength of this association is theoretically regulated by prediction error: specifically, the difference between the total level of conditioning supported by the US and the degree to which it is predicted by all stimuli present (i.e., a common error term). In higher-order conditioning protocols (e.g., sensory preconditioning and second-order conditioning), a Pavlovian CS is used to condition responses to other stimuli with which it is paired. At present, it is unknown whether error-correction processes regulate associative learning in higher-order conditioning and, if so, whether these processes are the same as those that regulate formation of a CS-US association in first-order conditioning. Here we review studies that have provided findings relevant to this question: specifically, studies that have examined blocking and/or inhibitory learning in sensory preconditioning and second-order conditioning. These studies show that: (1) animals can form inhibitory associations between relatively neutral sensory stimuli; (2) the learning that occurs in sensory preconditioning and second-order conditioning can be blocked; and, finally, (3) a first-order CS can block conditioning to a second-order CS, and vice versa. The findings are taken to imply that a common error term regulates associative learning in higher-order conditioning, just as it regulates associative learning in first-order conditioning. They are discussed with respect to the nature of the error signal that underlies conditioning and future work that is needed to advance our understanding of the rules that govern different types of learning.

Indexed as

higher-order conditioningPavlovian conditioningprediction errorsecond-order conditioningsensory preconditioning

Identifiers

PMID36311862
PMCPMC9614022

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.