Skip to main content

Advertisement

Log in

The complexity of recognition in the single-layered PLN network with feedback connections

  • Regular Papers
  • Published:
Journal of Computer Science and Technology Aims and scope Submit manuscript

Abstract

Regarding a single-layered PLN network with feedback connections as an associative memory network, the complexity of recognition is discussed. We have the main result: if the size of the networkN ism, then the complexity of recognition is an exponential function ofm. The necessary condition under which the complexity of recognition is polynomial is given.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Explore related subjects

Discover the latest articles, news and stories from top researchers in related subjects.

References

  1. Zhang Bo, Zhang Ling,et al., The quantitative analysis of the behaviors of the PLN network.Neural Networks, 1992, 5(4), pp. 639–644.

    Article  Google Scholar 

  2. Zhang Bo, Zhang Linget al., The Complexity of Learning Algorithm in PLN Network. International Joint Conference on Neural Network (IJCNN'91), Singapore, Nov. 1991.

  3. I. Aleksander (eds.), Neural Computing Architectures. MIT Press, 1989.

  4. J. Stephen Judd, Neural Network Design and the Complexity of Learning. MIT Press, 1990.

  5. J. G. Kemey and J. L. Snell. Finite Markov Chains. Springer-Verlag, 1976.

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zhang, B., Zhang, L. The complexity of recognition in the single-layered PLN network with feedback connections. J. of Compt. Sci. & Technol. 8, 317–321 (1993). https://doi.org/10.1007/BF02939538

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02939538

Keywords

Navigation