Evidence map›Paper›PMID 28663198›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2017

Representation of Multidimensional Stimuli: Quantifying the Most Informative Stimulus Dimension from Neural Responses.

Victor Benichoux, Andrew D Brown, Kelsey L Anbuhl, Daniel J Tollin

Open access · bronzeAbstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.3field-weighted citation impact, top 24% of its field
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

11 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Distinct Neuron Types Contribute to Hybrid Auditory Spatial Coding.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  3. Article
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  7. Article
  8. Establishing an Animal Model of Single-Sided Deafness inOtolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2019
    Article
  9. Article
  10. Article
  11. 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

4 authors at 2 institutions in 2 countries.

Victor BenichouxDepartment of Physiology and Biophysics, victor.benichoux@pasteur.fr.ORCID 0000-0001-7586-4397
Andrew D BrownDepartment of Physiology and Biophysics.ORCID 0000-0003-0838-2894
Kelsey L AnbuhlDepartment of Physiology and Biophysics.ORCID 0000-0002-0985-8308
Daniel J TollinDepartment of Physiology and Biophysics.ORCID 0000-0001-6790-1290
Institut Pasteur · FRUniversity of Colorado Denver · US

Funding

Developmental effects of early hearing loss on auditory information processingR01DC011555 · NIDCD · UNIVERSITY OF COLORADO DENVER · PI KLUG, ACHIM, TOLLIN, DANIEL J · 2012 to 2021
$4.4M
Behavioral and Physiological Effects of Binaural Cue DistortionF32DC013927 · NIDCD · UNIVERSITY OF COLORADO DENVER · PI BROWN, ANDREW DENNIS · 2014 to 2016
$169k
Effects of Early Conductive Hearing Loss on Auditory Behavior and Information ProF31DC014219 · NIDCD · UNIVERSITY OF COLORADO DENVER · PI ANBUHL, KELSEY · 2014 to 2017
$85k
NIDCD NIH HHS F31 DC014219NIDCD NIH HHS F32 DC013927NIDCD NIH HHS R01 DC011555
6 · The paper itself

Abstract

A common way to assess the function of sensory neurons is to measure the number of spikes produced by individual neurons while systematically varying a given dimension of the stimulus. Such measured tuning curves can then be used to quantify the accuracy of the neural representation of the stimulus dimension under study, which can in turn be related to behavioral performance. However, tuning curves often change shape when other dimensions of the stimulus are varied, reflecting the simultaneous sensitivity of neurons to multiple stimulus features. Here we illustrate how one-dimensional information analyses are misleading in this context, and propose a framework derived from Fisher information that allows the quantification of information carried by neurons in multidimensional stimulus spaces. We use this method to probe the representation of sound localization in auditory neurons of chinchillas and guinea pigs of both sexes, and show how heterogeneous tuning properties contribute to a representation of sound source position that is robust to changes in sound level.

Indexed as

Models, NeurologicalAcoustic StimulationAnimalsAuditory CortexChinchillaComputer SimulationCuesMesencephalonNerve NetSensory Receptor CellsSound LocalizationSpatio-Temporal Analysisbinaural hearingFisher informationILDmultidimensionalneural coding

Identifiers

PMID28663198
PMCPMC5546106
OpenAlexW2728945283

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.