دورية أكاديمية
Performance Baseline of Phase Transfer Entropy Methods for Detecting Animal Brain Area Interactions
| العنوان: | Performance Baseline of Phase Transfer Entropy Methods for Detecting Animal Brain Area Interactions |
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| المؤلفون: | Jun-Yao Zhu, Meng-Meng Li, Zhi-Heng Zhang, Gang Liu, Hong Wan |
| المصدر: | Entropy, Vol 25, Iss 7, p 994 (2023) |
| بيانات النشر: | MDPI AG, 2023. |
| سنة النشر: | 2023 |
| المجموعة: | LCC:Science LCC:Astrophysics LCC:Physics |
| مصطلحات موضوعية: | phase transfer entropy, interaction, visual–spatial associative learning, hippocampus, nidopallium caudolaterale, pigeon, Science, Astrophysics, QB460-466, Physics, QC1-999 |
| الوصف: | 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 nidopallium caudolaterale (NCL) in visual–spatial associative learning. Results: (1) This paper obtains a performance baseline table that contains the most suitable method for different scenarios. (2) The TEθ method identifies an information flow preferentially from Hp to NCL of pigeons at the θ band (4–12 Hz) in visual–spatial associative learning. Significance: These outcomes provide a reference for the TEθ methods in detecting the interactions between brain areas. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1099-4300 |
| Relation: | https://www.mdpi.com/1099-4300/25/7/994; https://doaj.org/toc/1099-4300 |
| DOI: | 10.3390/e25070994 |
| URL الوصول: | https://doaj.org/article/35eaa60c2b4b41968e6c5034daf441d1 |
| رقم الأكسشن: | edsdoj.35eaa60c2b4b41968e6c5034daf441d1 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 10994300 |
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| DOI: | 10.3390/e25070994 |