Comparison and Regulation of Neuronal Synchronization for Various STDP Rules
Joint Authors
Source
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-07-16
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
We discuss effects of various experimentally supported STDP learning rules on frequency synchronization of two unidirectional coupled neurons systematically.
First, we show that synchronization windows for all STDP rules cannot be enhanced compared to constant connection under the same model.
Then, we explore the influence of learning parameters on synchronization window and find optimal parameters that lead to the widest window.
Our findings indicate that synchronization strongly depends on the specific shape and the parameters of the STDP update rules.
Thus, we give some explanations by analyzing the synchronization mechanisms for various STDP rules finally.
American Psychological Association (APA)
Ruan, Yanhua& Zhao, Gang. 2009. Comparison and Regulation of Neuronal Synchronization for Various STDP Rules. Neural Plasticity،Vol. 2009, no. 2009, pp.1-12.
https://search.emarefa.net/detail/BIM-491890
Modern Language Association (MLA)
Ruan, Yanhua& Zhao, Gang. Comparison and Regulation of Neuronal Synchronization for Various STDP Rules. Neural Plasticity No. 2009 (2009), pp.1-12.
https://search.emarefa.net/detail/BIM-491890
American Medical Association (AMA)
Ruan, Yanhua& Zhao, Gang. Comparison and Regulation of Neuronal Synchronization for Various STDP Rules. Neural Plasticity. 2009. Vol. 2009, no. 2009, pp.1-12.
https://search.emarefa.net/detail/BIM-491890
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-491890