Evidence map›Paper›PMID 37520691›Full record

ArticleJournal of open source software2023

High-performance neural population dynamics modeling enabled by scalable computational infrastructure.

Aashish N Patel, Andrew R Sedler, Jingya Huang, Chethan Pandarinath, Vikash Gilja

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of open source software, 2023. 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

5 authors.

Aashish N PatelDepartment of Electrical and Computer Engineering, University of California San Diego, United States of America.
Andrew R SedlerCenter for Machine Learning, Georgia Institute of Technology, United States of America.ORCID 0000-0001-9480-0698
Jingya HuangDepartment of Electrical and Computer Engineering, University of California San Diego, United States of America.
Chethan PandarinathCenter for Machine Learning, Georgia Institute of Technology, United States of America.
Vikash GiljaDepartment of Electrical and Computer Engineering, University of California San Diego, United States of America.

Funding

Fusing motor neuroscience and artificial intelligence to create next-generation neural prostheses.DP2NS127291 · NINDS · EMORY UNIVERSITY · PI PANDARINATH, CHETHAN · 2021 to 2024
$2.4M
CRCNS: Avian Model for Neural Activity Driven Speech Prostheses R01DC018446 · NIDCD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI GENTNER, TIMOTHY Q, GILJA, VIKASH · 2019 to 2023
$1.9M
Robust modeling of within- and across-area population dynamics using recurrent neural networks - Admin SupplRF1DA055667 · NIDA · EMORY UNIVERSITY · PI MILLER, LEE, PANDARINATH, CHETHAN · 2021 to 2023
$1.6M
NIDA NIH HHS RF1 DA055667NIDCD NIH HHS R01 DC018446NINDS NIH HHS DP2 NS127291
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID37520691
PMCPMC10374446

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.