ML Anthology

New Conditions on Global Stability of Cohen-Grossberg Neural Networks

Wenlian Lu, Tianping Chen
NeCo 2003 pp. 1173-1189
doi:10.1162/089976603765202703 /neco/2003/lu2003neco-new/

Abstract

In this letter, we discuss the dynamics of the Cohen-Grossberg neural networks. We provide a new and relaxed set of sufficient conditions for the Cohen-Grossberg networks to be absolutely stable and exponentially stable globally. We also provide an estimate of the rate of convergence.

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Cite

Text

Lu and Chen. "New Conditions on Global Stability of Cohen-Grossberg Neural Networks." Neural Computation, 2003. doi:10.1162/089976603765202703

Markdown

[Lu and Chen. "New Conditions on Global Stability of Cohen-Grossberg Neural Networks." Neural Computation, 2003.](https://mlanthology.org/neco/2003/lu2003neco-new/) doi:10.1162/089976603765202703

BibTeX

@article{lu2003neco-new,
  title     = {{New Conditions on Global Stability of Cohen-Grossberg Neural Networks}},
  author    = {Lu, Wenlian and Chen, Tianping},
  journal   = {Neural Computation},
  year      = {2003},
  pages     = {1173-1189},
  doi       = {10.1162/089976603765202703},
  volume    = {15},
  url       = {https://mlanthology.org/neco/2003/lu2003neco-new/}
}