Contrastive learning-driven framework for neuron morphology classification

Abstract The Neuron morphology classification is a critical task in neuroscience research, as the morphological features of neurons are closely linked to the functional characteristics of neural circuits. However, traditional classification methods often struggle with the complexity and diversity of...

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Bibliographic Details
Main Authors: Yikang Jiang, Hao Tian, Quanbing Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-11842-w
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