Evidence map›Paper›PMID 34284369›Full record

ReviewJournal of neural engineering2021

Multi-scale neural decoding and analysis.

Hung-Yun Lu, Elizabeth S Lorenc, Hanlin Zhu, Justin Kilmarx, James Sulzer, Chong Xie, Philippe N Tobler, Andrew J Watrous, Amy L Orsborn, Jarrod Lewis-Peacock and 1 more

Abstract readReview
In one paragraph

Review in Journal of neural engineering, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Predicting spiking activity from scalp EEG.Journal of neural engineering · 2025
    Article
  2. Article
  3. The Multiscale Wisdom of the Body: Collective Intelligence as a Tractable Interface for Next-Generation Biomedicine.BioEssays : news and reviews in molecular, cellular and developmental biology · 2025
    Review
  4. Article
  5. Article
  6. Article
  7. Spectral Learning of Shared Dynamics Between Generalized-Linear Processes.Advances in neural information processing systems · 2024
    Article
  8. Article
  9. Article
  10. Article
  11. Calibrating Bayesian Decoders of Neural Spiking Activity.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  12. Article
  13. Article
  14. Review
  15. Neural Plasticity in Sensorimotor Brain-Machine Interfaces.Annual review of biomedical engineering · 2023
    Review
  16. 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

11 authors.

Hung-Yun LuThe University of Texas at Austin, Biomedical Engineering, Austin, TX, United States of America.ORCID 0000-0002-8951-773X
Elizabeth S LorencThe University of Texas at Austin, Psychology, Austin, TX, United States of America.
Hanlin ZhuRice University, Electrical and Computer Engineering, Houston, TX, United States of America.
Justin KilmarxThe University of Texas at Austin, Mechanical Engineering, Austin, TX, United States of America.
James SulzerThe University of Texas at Austin, Mechanical Engineering, Austin, TX, United States of America.
Chong XieRice University, Electrical and Computer Engineering, Houston, TX, United States of America.
Philippe N ToblerUniversity of Zurich, Neuroeconomics and Social Neuroscience, Zurich, Switzerland.
Andrew J WatrousThe University of Texas at Austin, Neurology, Austin, TX, United States of America.
Amy L OrsbornUniversity of Washington, Electrical and Computer Engineering, Seattle, WA, United States of America.ORCID 0000-0003-4131-5781
Jarrod Lewis-PeacockThe University of Texas at Austin, Psychology, Austin, TX, United States of America.
Samantha R SantacruzThe University of Texas at Austin, Biomedical Engineering, Austin, TX, United States of America.ORCID 0000-0002-7352-5081

Funding

Maximizing flexibility: Optimized neural probes and electronics for long term, high bandwidth recordingsU01NS115588 · NINDS · RICE UNIVERSITY · PI FRANK, LOREN M, XIE, CHONG · 2020 to 2023
$4.6M
A Nanoelectronic Strategy for Reliable, Large-scale Chronic Neural RecordingR01NS102917 · NINDS · UNIVERSITY OF TEXAS AT AUSTIN · PI Chong Xie · 2017 to 2026
$3.5M
Biasing the Forgetting of Visual MemoriesR01EY028746 · NEI · UNIVERSITY OF TEXAS AT AUSTIN · PI LEWIS-PEACOCK, JARROD A · 2018 to 2022
$1.8M
NEI NIH HHS R01 EY028746NINDS NIH HHS R01 NS102917NINDS NIH HHS U01 NS115588
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Cognitionelectrophysiologyfunctional imagingmulti-scale analysesneural decoding

Identifiers

PMID34284369
PMCPMC8840800

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.