Evidence map›Paper›PMID 38016450›Full record

ArticleJournal of neural engineering2024

Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity.

Parima Ahmadipour, Omid G Sani, Bijan Pesaran, Maryam M Shanechi

Abstract read
In one paragraph

Article in Journal of neural engineering, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Spectral Learning of Shared Dynamics Between Generalized-Linear Processes.Advances in neural information processing systems · 2024
    Article
  6. Article
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Parima AhmadipourMing Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States of America.ORCID 0000-0003-2998-0703
Omid G SaniMing Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States of America.ORCID 0000-0003-3032-5669
Bijan PesaranDepartment of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States of America.ORCID 0000-0003-4116-0038
Maryam M ShanechiMing Hsieh Department of Electrical and Computer Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States of America.ORCID 0000-0002-0544-7720

Funding

Model-based neural control of brain stimulation for neuropsychiatric disordersR01MH123770 · NIMH · UNIVERSITY OF SOUTHERN CALIFORNIA · PI SHANECHI, MARYAM · 2021 to 2025
$3.0M
A novel geometric paradigm for nonlinear modeling and control of neural dynamicsDP2MH126378 · NIMH · UNIVERSITY OF SOUTHERN CALIFORNIA · PI SHANECHI, MARYAM · 2020 to 2020
$2.5M
NIMH NIH HHS DP2 MH126378NIMH NIH HHS R01 MH123770
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Brain-Computer InterfacesNeurosciencesAlgorithmsNormal Distributiondynamical systemslocal field potentialsmultimodal dataPoisson and Gaussian dataspiking activityunsupervised learning

Identifiers

PMID38016450
PMCPMC10913727

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.