DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale

DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale

Fine morphological reconstruction of individual neurons across the entire brain is essential for mapping brain circuits. Inference of presynaptic axonal boutons, as a key part of single-neuron fine reconstruction, is critical for interpreting the patterns of neural circuit wiring schemes. However, a...

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Bibliographic Details
Main Authors: Shenghua Cheng, Xiaojun Wang, Yurong Liu, Lei Su, Tingwei Quan, Ning Li, Fangfang Yin, Feng Xiong, Xiaomao Liu, Qingming Luo, Hui Gong, Shaoqun Zeng
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Neuroinformatics
Subjects:
DeepBouton
single-neuron
axonal bouton
deep convolutional neural network
density-peak clustering
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2019.00025/full

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https://www.frontiersin.org/article/10.3389/fninf.2019.00025/full

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