Performance Baseline of Phase Transfer Entropy Methods for Detecting Animal Brain Area Interactions.

ABSTRACT: Objective: Phase transfer entropy (TEθ) methods perform well in animal sensory-spatial associative learning. However, their advantages and disadvantages remain unclear, constraining their usage. Method: This paper proposes the performance baseline of the TEθ methods. Specifically, four TEθ methods are applied to the simulated signals generated by a neural mass model and the actual neural data from ferrets with known interaction properties to investigate the accuracy, stability, and computational complexity of the TEθ methods in identifying the directional coupling. Then, the most suitable method is selected based on the performance baseline and used on the local field potential recorded from pigeons to detect the interaction between the hippocampus (Hp) and nido

SUBMITTER: Zhu JY 

PROVIDER: S-EPMC10378602 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature