Author

Daniel Carbonero

Boston UniversityORCID 0000-0003-3479-2096Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 2 Assay:imaging· 2 Approach:statistical model· 2 Organism:C. elegans· 1 Organism:mouse· 1

Frequent Co-Authors

Jad NoueihediD· 2 shared John A. WhiteiD· 2 shared Mark KrameriD· 2 shared Christopher V. GabeliD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Jad NoueihedORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintAug 1, 2025

CaNetiCs - An Open-Source Toolbox for Standardized Dimensionality Reduction of Neuronal Calcium Activity

Daniel Carbonero, Jad Noueihed, Christopher V. Gabel…·John A. White

CaNetiCs provides an open-source toolbox for standardized dimensionality reduction of neuronal calcium activity data, validating its utility on two experimental datasets.

DOI 10.1101/2025.08.01.668030

C. elegansmouse

𝕏 PostBluesky

NeuroscienceScientific ReportsPeer-reviewedNov 13, 2024

Non-Negative Matrix Factorization for Analyzing State Dependent Neuronal Network Dynamics in Calcium Recordings

Daniel Carbonero, Jad Noueihed, Mark Kramer, John A. White

This paper applies non-negative matrix factorization to calcium imaging data to capture neuronal network dynamics, finding it outperforms other dimensionality reduction methods.

11 citations

imagingstatistical model

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