High-Frequency Synchronization Improves Firing Rate Contrast and Information Transmission Efficiency in EI Neuronal Networks
Joint Authors
Han, Fang
Wang, Zhijie
Fan, Hong
Zhang, Yaopeng
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-11-09
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
High-frequency synchronization has been found in many real neural systems and is confirmed by excitatory/inhibitory (E/I) network models.
However, the functional role played by it remains elusive.
In this paper, it is found that high-frequency synchronization in E/I neuronal networks could improve the firing rate contrast of the whole network, no matter if the network is fully connected or randomly connected, with noise or without noise.
It is also found that the global firing rate contrast enhancement can prevent the number of spikes of the neurons measured within the limited time window from being confused by noise, thereby enhancing the information encoding efficiency (quantified by entropy theory here) of the neuronal system.
The mechanism of firing rate contrast enhancement is also investigated.
Our work implies a possible functional role in information transmission of high-frequency synchronization in neuronal systems.
American Psychological Association (APA)
Han, Fang& Wang, Zhijie& Fan, Hong& Zhang, Yaopeng. 2020. High-Frequency Synchronization Improves Firing Rate Contrast and Information Transmission Efficiency in EI Neuronal Networks. Neural Plasticity،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1202820
Modern Language Association (MLA)
Han, Fang…[et al.]. High-Frequency Synchronization Improves Firing Rate Contrast and Information Transmission Efficiency in EI Neuronal Networks. Neural Plasticity No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1202820
American Medical Association (AMA)
Han, Fang& Wang, Zhijie& Fan, Hong& Zhang, Yaopeng. High-Frequency Synchronization Improves Firing Rate Contrast and Information Transmission Efficiency in EI Neuronal Networks. Neural Plasticity. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1202820
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1202820