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Phase memory in oscillatory networks

  • Plasticity Phenomena (Maturing, Learning and Memory)
  • Conference paper
  • First Online:
Biological and Artificial Computation: From Neuroscience to Technology (IWANN 1997)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1240))

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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

  1. 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.

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  2. 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.

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  3. Kuzmina M. G., Manykin E. A., Surina I. I., Oscillatory networks of associative memory-Optical memory and neural networks, v.5, n.2, 1996, pp.91–103.

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  4. Kurchatov S.Yu., Lihanskii V.V., Napartovich A.P., Teoriya sinkhronizatsii laserov pri opticheskoi svyazi “kazhdyi s kazhdym”-JETP, v. 107, n.5, 1995, pp. 1491–1502 (in Russian).

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Authors and Affiliations

  1. Keldysh Institute of Applied Mathematics, Russian Academy of Sciences, Russia

    M. G. Kuzmina

  2. RRC Kurchatov Institute, Russia

    I. I. Surina

Authors
  1. M. G. Kuzmina
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  2. I. I. Surina
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Editor information

José Mira Roberto Moreno-Díaz Joan Cabestany

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© 1997 Springer-Verlag Berlin Heidelberg

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Kuzmina, M.G., Surina, I.I. (1997). Phase memory in oscillatory networks. In: Mira, J., Moreno-Díaz, R., Cabestany, J. (eds) Biological and Artificial Computation: From Neuroscience to Technology. IWANN 1997. Lecture Notes in Computer Science, vol 1240. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0032499

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  • DOI: https://doi.org/10.1007/BFb0032499

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-63047-0

  • Online ISBN: 978-3-540-69074-0

  • eBook Packages: Springer Book Archive

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