Ontology highlight
ABSTRACT:
SUBMITTER: Teramae JN
PROVIDER: S-EPMC3387577 | biostudies-literature | 2012
REPOSITORIES: biostudies-literature
Teramae Jun-nosuke JN Tsubo Yasuhiro Y Fukai Tomoki T
Scientific reports 20120702
The connectivity of complex networks and functional implications has been attracting much interest in many physical, biological and social systems. However, the significance of the weight distributions of network links remains largely unknown except for uniformly- or Gaussian-weighted links. Here, we show analytically and numerically, that recurrent neural networks can robustly generate internal noise optimal for spike transmission between neurons with the help of a long-tailed distribution in t ...[more]