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A MONTE CARLO STUDY OF THE STORAGE CAPACITY AND EFFECTS OF THE CORRELATIONS INq-STATE POTTS NEURON SYSTEM

Author

Listed:
  • BURCU AKCAN

    (Physics Engineering Department, Hacettepe University, Beytepe, Ankara, 06530, Turkey)

  • YİĞIT GÜNDÜÇ

    (Physics Engineering Department, Hacettepe University, Beytepe, Ankara, 06530, Turkey)

Abstract

The storage capacity of the Potts neural network is studied by using Monte Carlo techniques. It is observed that the critical storage capacity formula of Kanter fits well to our data. The increase of the correlation between the initial patterns reduces the storage capacity. This reduction in capacity is proportional to the percentage of correlations and inversely proportional to the number of orientations that the Potts neurons can possess

Suggested Citation

  • Burcu Akcan & Yi̇ğit Gündüç, 2002. "A MONTE CARLO STUDY OF THE STORAGE CAPACITY AND EFFECTS OF THE CORRELATIONS INq-STATE POTTS NEURON SYSTEM," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 13(02), pages 199-206.
    • Handle: RePEc:wsi:ijmpcx:v:13:y:2002:i:02:n:s012918310200305x
    DOI: 10.1142/S012918310200305X
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