Methods for Brain Connectivity Analysis with Applications to Rat Local Field Potential Recordings

Methods for Brain Connectivity Analysis with Applications to Rat Local Field Potential Recordings

Modeling the brain dependence network is central to understanding underlying neural mechanisms such as perception, action, and memory. In this study, we present a broad range of statistical methods for analyzing dependence in a brain network. Leveraging a combination of classical and cutting-edge ap...

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Main Authors: Anass B. El-Yaagoubi, Sipan Aslan, Farah Gomawi, Paolo V. Redondo, Sarbojit Roy, Malik S. Sultan, Mara S. Talento, Francine T. Tarrazona, Haibo Wu, Keiland W. Cooper, Norbert J. Fortin, Hernando Ombao
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Entropy
Subjects:
brain functional connectivity
dependence networks
Granger causality
local field potentials
spectral transfer entropy
topological data analysis
Online Access:https://www.mdpi.com/1099-4300/27/4/328
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