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Phase memory in oscillatory networks

  • Kuzmina M. G. 
  • Surina I. I. 
Plasticity Phenomena (Maturing, Learning and Memory)
Part of the Lecture Notes in Computer Science book series (LNCS, volume 1240)

Abstract

As it was shown earlier, oscillatory networks consisting of limit-cycle oscillators interacting via complex-valued connections can be used for associative memory design. Phase memory as a special type of associative memory in oscillatory networks has been invented and studied. Detailed analysis of phase memory features of phasor networks related to oscillatory networks has been performed. It has been found that under special choice of parameters the oscillatory networks possess high memory storage capacity and low extraneous memory.

The designed networks can be interpreted as networks consisting of complex-valued neurons. They could be useful in problems of invariant pattern recognition and in recognition of colored patterns.

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References

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    Kuzmina M. G., Manykin E. A., Surina I. I., Oscillatory networks with Hebbian matrix of connections — Lecture Notes in Computer Science, v.930: Proc. of IWANN'95, 1995, pp.246–251.Google Scholar
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    Kuzmina M. G., Manykin E. A., Surina I. I., Oscillatory networks with guaranteed memory characteristics-Proc. of EUFIT'96, v.1, 1996, pp.320–324.Google Scholar
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Copyright information

© Springer-Verlag Berlin Heidelberg 1997

Authors and Affiliations

  • Kuzmina M. G. 
    • 1
  • Surina I. I. 
    • 2
  1. 1.Keldysh Institute of Applied MathematicsRussian Academy of SciencesRussia
  2. 2.RRC Kurchatov InstituteRussia

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