Unraveling Pattern-Based Mechanics Defining Self-Organized Recurrent Behaviors in a Complex System: A Zebrafish's Calcium Brain-Wide Imaging Example

Data-driven computational methodologies are developed to encode a system's spatiotemporal recording video into a global system-state trajectory, and extract a patterned signature that mechanistically defines recurrent events exhibited by a large complex system. Our developments begin by selecti...

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Bibliographic Details

Published in:	Frontiers in applied mathematics and statistics Vol. 5
Main Authors:	Hsieh, Fushing, Zheng, Jingyi
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 04.03.2019
Subjects:	data-driven computing global system-state spatiotemporal recording spatiotemporal structural dependency unsupervised machine learning algorithms
ISSN:	2297-4687, 2297-4687
Online Access:	Get full text
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