Evidence map›Paper›PMID 28514229›Full record

ArticleJournal of neural engineering2017

An open source, wireless capable miniature microscope system.

William A Liberti, L Nathan Perkins, Daniel P Leman, Timothy J Gardner

Open access · hybridAbstract read
In one paragraph

Article in Journal of neural engineering, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.

0numbers the graph read from it
0cells of the map it votes in
66citing papers in PubMed
8.9field-weighted citation impact, top 2% 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

66 citing papers in PubMed, 133 citations in OpenAlex.

  1. Article
  2. Vision shapes neural maps of space through an ancient midbrain pathway.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

6 more citing papers are in PubMed but not listed here.

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 1 institution in 1 country.

William A LibertiDepartment of Biology, Boston University, Boston, MA 02215, United States of America. Graduate Program in Neuroscience, Boston University, Boston, MA 02215, United States of America.
L Nathan Perkins
Daniel P Leman
Timothy J Gardner
Boston University · US

Funding

Single neuron mechanisms of sensory-motor learningR01NS089679 · NINDS · UNIVERSITY OF OREGON · PI GARDNER, TIMOTHY JAMES · 2014 to 2018
$1.8M
A platform for innovation in miniature microscopyR24NS098536 · NINDS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI DAVISON, IAN GORDON, GARDNER, TIMOTHY JAMES · 2016 to 2019
$1.1M
NINDS NIH HHS R01 NS089679NINDS NIH HHS R24 NS098536
6 · The paper itself

Abstract

objectiveFluorescence imaging through head-mounted microscopes in freely behaving animals is becoming a standard method to study neural circuit function. Flexible, open-source designs are needed to spur evolution of the method. APPROACH: We describe a miniature microscope for single-photon fluorescence imaging in freely behaving animals. The device is made from 3D printed parts and off-the-shelf components. These microscopes weigh less than 1.8 g, can be configured to image a variety of fluorophores, and can be used wirelessly or in conjunction with active commutators. Microscope control software, based in Swift for macOS, provides low-latency image processing capabilities for closed-loop, or BMI, experiments. MAIN

resultsMiniature microscopes were deployed in the songbird premotor region HVC (used as a proper name), in singing zebra finches. Individual neurons yield temporally precise patterns of calcium activity that are consistent over repeated renditions of song. Several cells were tracked over timescales of weeks and months, providing an opportunity to study learning related changes in HVC. SIGNIFICANCE: 3D printed miniature microscopes, composed completely of consumer grade components, are a cost-effective, modular option for head-mounting imaging. These easily constructed and customizable tools provide access to cell-type specific neural ensembles over timescales of weeks.

Indexed as

Software DesignAcoustic StimulationAnimalsEquipment DesignMicroscopy, FluorescenceMiniaturizationNeuronsSongbirdsWireless Technology

Identifiers

PMID28514229
PMCPMC5955387
OpenAlexW2616708953

What OpenQuestion holds

Textmetadata
LicenceTDM
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.