Evidence map›Paper›PMID 27593177›Full record

ArticleNeuron2016

Reading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing.

Alexander Mathis, Dan Rokni, Vikrant Kapoor, Matthias Bethge, Venkatesh N Murthy

Abstract read
In one paragraph

Article in Neuron, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing 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

30 citing papers in PubMed.

  1. Article
  2. Amplification of Olfactory Transduction Currents Implements Sparse Stimulus Encoding.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  3. Recalibrating Olfactory Neuroscience to the Range of Naturally Occurring Odor Concentrations.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Review
  4. Design Principles From Natural Olfaction for Electronic Noses.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Haploinsufficiency ofThe Journal of neuroscience : the official journal of the Society for Neuroscience · 2023
    Article
  11. Article
  12. Article
  13. Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb.Advances in neural information processing systems · 2023
    Article
  14. Article
  15. Article
  16. Olfactory Sensing and Navigation in Turbulent Environments.Annual review of condensed matter physics · 2022
    Article
  17. Article
  18. Article
  19. An Emergent Population Code in Primary Auditory Cortex Supports Selective Attention to Spectral and Temporal Sound Features.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2021
    Article
  20. 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

5 authors.

Alexander MathisCenter for Brain Science and Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA 02138 USA; Werner Reichardt Centre for Integrative Neuroscience & Institute of Theoretical Physics, University of Tübingen, 72076 Tübingen, Germany.
Dan RokniCenter for Brain Science and Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA 02138 USA.
Vikrant KapoorCenter for Brain Science and Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA 02138 USA.
Matthias BethgeWerner Reichardt Centre for Integrative Neuroscience & Institute of Theoretical Physics, University of Tübingen, 72076 Tübingen, Germany; Bernstein Center for Computational Neuroscience, University of Tübingen, 72076 Tübingen, Germany; Max Planck Institute for Biological Cybernetics, 72076 Tübingen, Germany.
Venkatesh N MurthyCenter for Brain Science and Department of Molecular & Cellular Biology, Harvard University, Cambridge, MA 02138 USA. Electronic address: vnmurthy@fas.harvard.edu.

Funding

Neuromodulation of sensory processing by the serotonin systemR01DC014453 · NIDCD · HARVARD UNIVERSITY · PI MURTHY, VENKATESH N · 2015 to 2019
$1.8M
Optogenetic studies of mouse olfactionR01DC011291 · NIDCD · HARVARD UNIVERSITY · PI MURTHY, VENKATESH N · 2011 to 2015
$1.7M
NIDCD NIH HHS R01 DC011291NIDCD NIH HHS R01 DC014453
6 · The paper itself

Abstract

The olfactory system, like other sensory systems, can detect specific stimuli of interest amidst complex, varying backgrounds. To gain insight into the neural mechanisms underlying this ability, we imaged responses of mouse olfactory bulb glomeruli to mixtures. We used this data to build a model of mixture responses that incorporated nonlinear interactions and trial-to-trial variability and explored potential decoding mechanisms that can mimic mouse performance when given glomerular responses as input. We find that a linear decoder with sparse weights could match mouse performance using just a small subset of the glomeruli (∼15). However, when such a decoder is trained only with single odors, it generalizes poorly to mixture stimuli due to nonlinear mixture responses. We show that mice similarly fail to generalize, suggesting that they learn this segregation task discriminatively by adjusting task-specific decision boundaries without taking advantage of a demixed representation of odors.

Indexed as

Feedback, PhysiologicalAnimalsComplex MixturesDiscrimination, PsychologicalLinear ModelsMiceOdorantsOlfactory BulbOlfactory PathwaysOlfactory Receptor NeuronsReceptors, OdorantComplex MixturesReceptors, Odorant

Identifiers

PMID27593177
PMCPMC5035545

What OpenQuestion holds

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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.