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A neural network model based on logical operations

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Abstract

On the basis of analyzing some neural network storage capacity problems a network model comprising a new encoding and recalling scheme is presented. By using some logical operations which operate on the binary pattern strings during information processing procedure the model can reach a high storage capacity for a certain size of network framework.

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References

  1. Patrick K Simpson. Artificial Neural Systems. Pergamon Press Inc., 1990, pp. 1–2, 18–19.

  2. Zhou J Z. Representation and Implementation of the DCM Model of Associative Memory. Hildesheimer Informatik-Berich, Germany, 1995.

  3. Ian Fratt. Artificial Intelligence. The Macmillan Press Ltd., 1994, pp. 216–243.

  4. Chen C C. Parallel Processing Using Memory-Based Connectionist Network. In Parallel Processing in Neural Systems and Computers, Elsevier Science Publishing Company Inc., 1990, pp. 125–129.

  5. Migashita Y. Neuronal correlate of visual associative long-term memory in the primate temporal cortex.Nature, 1988, pp. 817–820.

  6. Kawato M, Inui T, Hongo S, Hayakawa H. Computational theory and neural network models of interaction between visual cortical areas. ATR Technical Report, TR-A-0105, ATR, Fyoto, 1991.

    Google Scholar 

  7. Dayan P, Hinton G E, Neal R M, Zernel R S. The helmholtz machine.Neural Computation, 1995, 7: 889–904.

    Article  Google Scholar 

  8. John Hertz, Anders Krogh, Palmer Richard G. Introduction to the Theory of Neural Computation. Addison-Wesley Publishing Company, 1991, pp. 17–23.

  9. Kosko B. Neural Network and Fuzzy System. Prentice-Hall International, Inc., 1992, pp.69–91.

  10. Yin H, Dai R. A kind of associative memory model and augmented node method.Chinese Journal of Computers, 1990, (5): 331–339.

    Google Scholar 

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Zhou Jingzhou is an Associate Professor of Computer Science Department, Faculty of Information Engineering, Shenzhen University. He received the M.S. degree from Automatic Institute of Chinese Academy of Sciences in 1982. As a guest reseacher he worked in Germany in 1995. His special research interests are artificial intelligence and neural computing.

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Zhou, J. A neural network model based on logical operations. J. of Comput. Sci. & Technol. 13, 464–470 (1998). https://doi.org/10.1007/BF02948505

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  • DOI: https://doi.org/10.1007/BF02948505

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