全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

Performance of networks of artificial neurons: The role of clustering

DOI: 10.1103/PhysRevE.69.045101

Full-Text   Cite this paper   Add to My Lib

Abstract:

The performance of the Hopfield neural network model is numerically studied on various complex networks, such as the Watts-Strogatz network, the Barab{\'a}si-Albert network, and the neuronal network of the C. elegans. Through the use of a systematic way of controlling the clustering coefficient, with the degree of each neuron kept unchanged, we find that the networks with the lower clustering exhibit much better performance. The results are discussed in the practical viewpoint of application, and the biological implications are also suggested.

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133