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Interpretable deep learning for deconvolutional analysis of neural signals

Neuron(2025)10.1016/j.neuron.2025.02.006Source: DataRank Database

Interpretable deep learning for deconvolutional analysis of neural signals is a research paper published in Neuron (2025). On theSindex it has a DataRank of 0. It has been cited 6 times.

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Open Access6 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (11 grants)Impact (FWCI 4.48)OA: greenTopics (43)IDs (PubMed, PMC, OpenAlex)Annotations (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (8)

Sara Matias ORCID,Hao Wu ORCID,Simona Temereanca ORCID,Naoshige Uchida ORCID,Venkatesh N. Murthy ORCID

Live enrichment

PubMed:40081364 PMC:PMC12006907 OpenAlex:https://openalex.org/W4408386736

Human Frontier Science Program

Grant: LT000801/2018

National Institute on Deafness and Other Communication Disorders

Grant: 5R01DC017311

US Army Research Office

Grant: W911NF-16-1-0368

NIDCD NIH HHS

Grant: R01 DC017311

National Institutes of Health

Grant: 5R01DC017311-03

Emergence of valence coding in the ventral striatum

Canada First Research Excellence Fund

Harvard University Faculty of Arts and Sciences

National Institute on Deafness and Other Communication Disorders

Brain and Behavior Research Foundation

Human Frontier Science Program

US Army Research Office

FWCI

4.48

Citation Percentile

0.9%

Citation Trend

2025

2026

greenLicense: Elsevier TDM

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12006907/

publisherhttps://api.elsevier.com/content/article/PII:S0896627325001199?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S0896627325001199?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.neuron.2025.02.006

Fields of Study

Neural dynamics and brain functionFunctional Brain Connectivity StudiesEEG and Brain-Computer Interfaces02 engineering and technology0202 electrical engineering, electronic engineering, information engineering

MeSH Terms

Deep LearningAlgorithmsAnimalsBrainCorpus StriatumModels, NeurologicalNeuronsRewardThalamusNeural Networks, ComputerDopaminergic Neurons

Keywords

Computer scienceArtificial intelligenceArtificial neural networkDeep learningSalience (neuroscience)Machine learningNeural decodingPattern recognition (psychology)Decoding methodsDopamineDeconvolutionSingle-trialDictionary LearningNaturalistic TaskSparse AutoencodersInterpretable RepresentationNeuronsDopaminergic NeuronsModels, NeurologicalBrainArticleCorpus StriatumRewardThalamusAnimalsNeural Networks, ComputerAlgorithms

Interpretable deep learning for deconvolutional analysis of neural signals

FAIR Checklist

Authors (8)

Funding (11 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)