Evidence map›Paper›PMID 41889925›Full record

ArticlebioRxiv : the preprint server for biology2026

A flexible quality metric for electrophysiological recordings across brain regions and species.

Noam Roth, Gaelle Chapuis, Olivier Winter, International Brain Laboratory, Ryan A Ressmeyer, Luke M Bun, Ryan A Canfield, Gregory D Horwitz, Nicholas A Steinmetz

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Noam RothDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0002-0168-0103
Gaelle ChapuisInternational Brain Laboratory.ORCID 0000-0002-0269-7732
Olivier WinterInternational Brain Laboratory.ORCID 0000-0001-9278-2721
International Brain Laboratory
Ryan A RessmeyerDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0003-3441-460X
Luke M BunDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0001-8312-8349
Ryan A CanfieldDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0002-6505-5091
Gregory D HorwitzDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0001-5130-5259
Nicholas A SteinmetzDepartment of Neurobiology & Biophysics, University of Washington, Seattle, WA, USA.ORCID 0000-0001-7029-2908

Funding

Washington National Primate Research CenterP51OD010425 · OD · UNIVERSITY OF WASHINGTON · PI Mari Ostendorf · 2012 to 2026
$201.8M
State-dependent Decision-making in Brainwide Neural CircuitsU19NS123716 · NINDS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI CHURCHLAND, ANNE KATHRYN, PANINSKI, LIAM M · 2021 to 2025
$18.2M
VISUAL SCIENCES TRAINING PROGRAMT32EY007031 · NEI · UNIVERSITY OF WASHINGTON · PI Wyeth Daniel Bair, Anitha Pasupathy · 1985 to 2026
$6.1M
Central mechanisms of color visionR01EY018849 · NEI · UNIVERSITY OF WASHINGTON · PI HORWITZ, GREGORY D · 2010 to 2025
$5.7M
Roles of parvalbumin-expressing neurons in primate cortical processingF31EY037124 · NEI · UNIVERSITY OF WASHINGTON · PI Luke Mar Bun · 2025 to 2026
$100k
NEI NIH HHS F31 EY037124NEI NIH HHS R01 EY018849NEI NIH HHS T32 EY007031NIH HHS P51 OD010425NINDS NIH HHS U19 NS123716Wellcome Trust
6 · The paper itself

Abstract

The increasing size of electrophysiological datasets has heightened the need for quality metrics that automatically reject neurons whose activity was recorded with low sensitivity or specificity. One key approach estimates artifactual contamination by assuming that each neuron has a refractory period (RP), a brief time interval following each action potential when further activity cannot occur. However, existing methods cannot be applied without prior knowledge of the neurons' RP durations, limiting their usefulness in datasets that include neurons from brain regions or species in which RP durations have not been systematically characterized. Here, we find that neurons in some brain regions (thalamus) and species (macaque) have shorter RP durations than commonly assumed, and we introduce a new metric, the

Identifiers

PMID41889925
PMCPMC13014153

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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.