Author

Paige DeForest

Florida Atlantic University

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Neuroscience· 1

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Research Focus:cell type annotation· 1 Approach:machine learning (classical)· 1

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João Pedro Pirola· 1 shared Laura FontenasiD· 1 shared Paulo Ricardo ProtachevicziD· 1 shared Ricardo F. FerreiraiD· 1 shared Rodrigo F. O. PenaiD· 1 shared

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1 shared paperNeuroscience

João Pedro Pirola

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1 paper

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NeuroscienceCognitive NeurodynamicsPeer-reviewedJun 11, 2025

Astrocytic Signatures in Neuronal Activity: A Machine Learning-Based Identification Approach

João Pedro Pirola, Paige DeForest, Paulo Ricardo Protachevicz…·Rodrigo F. O. Pena

This study uses machine learning to identify astrocytic influence on neuronal network activity, finding that astrocytes significantly affect synaptic communication in synchronous networks.

DOI 10.1007/s11571-025-10276-4

machine learning (classical)cell type annotation

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