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Effects of degree distribution in mutual synchronization of neural networks | | Sheng-Jun Wang
; Xin-Jian Xu
; Zhi-Xi Wu
; Ying-Hai Wang
; | | Date: |
8 Jan 2007 | | Subject: | Disordered Systems and Neural Networks | | Abstract: | We study the effects of the degree distribution in mutual synchronization of two-layer neural networks. We carry out three coupling strategies: large-large coupling, random coupling, and small-small coupling. By computer simulations and analytical methods, we find that couplings between nodes with large degree play an important role in the synchronization. For large-large coupling, less couplings are needed for inducing synchronization for both random and scale-free networks. For random coupling, cutting couplings between nodes with large degree is very efficient for preventing neural systems from synchronization, especially when subnetworks are scale-free. | | Source: | arXiv, cond-mat/0701138 | | Other source: | [GID 388602] pmid17155104 | | Services: | Forum | Review | PDF | Favorites | |
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