Skip to main content
Log in

A novel multi-valued BAM model with improved error-correcting capability

  • Letters
  • Published:
Journal of Electronics (China)

Abstract

A Hyperbolic Tangent multi-valued Bi-directional Associative Memory (HTBAM) model is proposed in this letter. Two general energy functions are defined to prove the stability of one class of multi-valued Bi-directional Associative Memorys(BAMs), with HTBAM being the special case. Simulation results show that HTBAM has a competitive storage capacity and much more error-correcting capability than other multi-valued BAMs.

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

Access this article

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

Instant access to the full article PDF.

References

  1. B. Kosko, Bidirectional associative memory, IEEE Trans. on SMC, 18(1988)1, 49–60.

    Google Scholar 

  2. Y. J. Jeng, C. C. Yeh, et al., Exponential bi-directional associative memory, Electronics Letters, 26(1990)5, 717–718.

    Article  Google Scholar 

  3. S. C. Chen, H. Gao, Improved exponential bi-directional associative memory, Electronics Letters, 33(1997)3, 23–224.

    Article  Google Scholar 

  4. S. C. Chen, Z. D. Zhu, Constrained least square bi-directional associative memory, Acta Electronica Sinica, 24(1996)11, 22–24, (in Chinese).

    Google Scholar 

  5. S. C. Chen, W. J. Zhu, A new higher-order bi-directional associative memory model and its performance estimation, Journal of Software, 9(1998)11, 814–819, (in Chinese).

    Google Scholar 

  6. S. C. Chen, Z. Liu, Multi-valued exponential bi-directional associative memory with intraconnetion, Control Theory and Applications, 19(2002)1, 65–67, (in Chinese).

    MATH  Google Scholar 

  7. H. C. Shi, Y. X. Zhao, et al., A general model for bi-directional associative memories, IEEE Trans. on SMC, 28(1998)4, 511–519.

    Google Scholar 

  8. Y. Q. Wu, D. A. Pados, A feedforward bi-directional associative memory, IEEE Trans. on Neural Networks, 11(2000)4, 859–866.

    Article  Google Scholar 

  9. C. C. Wang, S. M. Hwang, et al., Capacity analysis of the asymptotically stable multi-valued exponential bi-directional associative memory, IEEE Trans. on SMC, 26(1996)3, 733–743.

    Google Scholar 

  10. C. C. Wang, C. F. Tsai, Polynomial bi-directional hetero-corrector, Electronics Letters, 35(1999)23, 2039–2041.

    Article  Google Scholar 

  11. B. Y., Wang, L. X. Yang, et al., An approach to increase the capacity of recurrent correlation associative memory, Journal of Electronics, 19(1997)1, 112–115, (in Chinese).

    Google Scholar 

  12. L. X. Yang, B. Y. Wang, et al., An equivalent algorithm of exponential recurrent correlation associative memory for digital VLSI implementation, Acta Electronica Sinica, 24(1995)5, 127–128, (in Chinese).

    Google Scholar 

  13. T. D. Chiueh, H. K. Tsai, Multivalued associative memories based on recurrent networks, IEEE Trans. on Neural Networks, 4(1993)2, 363–366.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Supported by the National Natural Science Foundation of China (No.60271017)

About this article

Cite this article

Zhang, D., Chen, S. A novel multi-valued BAM model with improved error-correcting capability. J. of Electron.(China) 20, 220–223 (2003). https://doi.org/10.1007/BF02687708

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02687708

Key words

Navigation