Collective Behavior of a Small-World Recurrent Neural System With Scale-Free Distribution

@article{Deng2007CollectiveBO,
  title={Collective Behavior of a Small-World Recurrent Neural System With Scale-Free Distribution},
  author={Zhidong Deng and Yi Jun Zhang},
  journal={IEEE Transactions on Neural Networks},
  year={2007},
  volume={18},
  pages={1364-1375}
}
This paper proposes a scale-free highly clustered echo state network (SHESN). We designed the SHESN to include a naturally evolving state reservoir according to incremental growth rules that account for the following features: (1) short characteristic path length, (2) high clustering coefficient, (3) scale-free distribution, and (4) hierarchical and… CONTINUE READING