AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY

Wang Baoyun; Yang Luxi; He Zhenya

Volume 19 Issue 1

Jan. 1997

Turn off MathJax

Article Contents

Article Navigation > Journal of Electronics & Information Technology > 1997 > 19(1): 112-115

Wang Baoyun, Yang Luxi, He Zhenya. AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY[J]. Journal of Electronics & Information Technology, 1997, 19(1): 112-115.

Citation:

Wang Baoyun, Yang Luxi, He Zhenya. AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY[J]. Journal of Electronics & Information Technology, 1997, 19(1): 112-115.

Wang Baoyun, Yang Luxi, He Zhenya. AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY[J]. Journal of Electronics & Information Technology, 1997, 19(1): 112-115.

Citation:

Wang Baoyun, Yang Luxi, He Zhenya. AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY[J]. Journal of Electronics & Information Technology, 1997, 19(1): 112-115.

PDF( 665 KB)

AN APPROACH TO INCREASE THE CAPACITY OF RECURRENT CORRELATION ASSOCIATIVE MEMORY

Received Date: 1995-05-30
Rev Recd Date: 1995-11-20
Publish Date: 1997-01-19

Abstract

Abstract

This paper addresses the effect of nonlinearity of RCAM on its recall performance with the help of signal-to-noise analysis and presents a new nonlinear function. Theoretical analysis and computer simulations show that the presented memory model offers more satisfactory performance.

FullText(HTML)

References(1)

References

Hopfield J J. Neural networks and physical systems with emergent collective computation abilities[J].Proc. Nat. Acad. Sci. USA.1982, 79(7):2554-2558[2]Chiueh T D, Goodman R M. Recurrent correlation associative memories[J].IEEE Trans. on Neural Networks.1991, 2(2):275-284[3]Marks II R J, Atlas L E, Choi J J, et al. Performance analysis of associative memories with poplin-earities in the corelation domain[J].Appl. Opt.1988, 27(14):2900-2904[4]Selviah D R, Midwinter J E, Rivers A W, et al. Correlating matched-filter model for analysis and[5]optimization of neural networks. IEE Proc.-F, 1989, 146(3): 143-148.[6]Psaltis D, Park C H. Hong J. Higher order associative memories and their optical implementation. Neural Networks, 1988, 1(1): 149-163.[7]Wang C C, Don H S. An analysis of high-capacity discrete exponential BAM[J].IEEE Trans. on Neural Networks.1995, 6(2):492-496

Relative Articles

Supplements(0)

Cited By

Proportional views