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  Estimating Information Transmission Time Between Prefrontal Cortex and Striatum by Transfer Entropy

Shao, K., Pan, X., & Wang, R. (2015). Estimating Information Transmission Time Between Prefrontal Cortex and Striatum by Transfer Entropy. In R. Wang, & X. Pan (Eds.), Advances in Cognitive Neurodynamics (V): Proceedings of the Fifth International Conference on Cognitive Neurodynamics 2015 (pp. 217-223). Singapore: Springer.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0006-991E-D Version Permalink: https://hdl.handle.net/21.11116/0000-0006-991F-C
Genre: Conference Paper

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https://link.springer.com/content/pdf/10.1007%2F978-981-10-0207-6_31.pdf (Publisher version)
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 Creators:
Shao, K1, Author           
Pan, X, Author
Wang, R, Author
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1External Organizations, ou_persistent22              

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 Abstract: Transmission timing is an important dynamic parameter to characterize two coupled systems between which information are exchanged. We used an information-theoretic approach known as transfer entropy to measure the information transmission delay times between two simulated autoregressive processes with uni- and bi-directional quadric coupling. The estimated results agreed with the delay parameter settings. We also applied this method to estimate the delay time between the prefrontal cortex (PFC) and striatum based on local field potentials recorded simultaneously in the two areas of the monkey. The delay time from PFC to striatum was much shorter than that in the pathway from striatum to PFC, consistent with anatomical structure between the two areas. Our results demonstrated the capacity of transfer entropy in measuring information transfer delays.

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 Dates: 2015-06
 Publication Status: Issued
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 Identifiers: DOI: 10.1007/978-981-10-0207-6_31
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Title: 5th International Conference on Cognitive Neurodynamics (ICCN 2015)
Place of Event: Sanya, China
Start-/End Date: 2015-06-03 - 2015-06-07

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Title: Advances in Cognitive Neurodynamics (V): Proceedings of the Fifth International Conference on Cognitive Neurodynamics 2015
Source Genre: Proceedings
 Creator(s):
Wang, R, Editor
Pan, X, Editor
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Publ. Info: Singapore : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 217 - 223 Identifier: -

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Title: Advances in Cognitive Neurodynamics
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Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: -