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Zebrafish behavior feature recognition using three-dimensional tracking and machine learning

In this work, we aim to construct a new behavior analysis method by using machine learning. We used two cameras to capture three-dimensional (3D) tracking data of zebrafish, which were analyzed using fuzzy adaptive resonance theory (FuzzyART), a type of machine learning algorithm, to identify specif...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Yang, Peng, Takahashi, Hiro, Murase, Masataka, Itoh, Motoyuki
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2021
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8242018/
https://ncbi.nlm.nih.gov/pubmed/34188116
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-92854-0
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