Kohonen neural networks: A parallel algorithm for automatic signal reconstruction

  • Paolo Cremonesi
Part of the Lecture Notes in Computer Science book series (LNCS, volume 919)


A general purpose method for data modeling based on self-adapting Kohonen neural network has been presented. The method has been efficiently implemented on MIMD distributed memory machines. Future works concern the choice of different learning functions. A new, partially asynchronous, implementation is under development.


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    P.Flatt, A.Karp, “Measuring Parallel Processor Performance”, Comm. ACM (33), pp. 539–543, 1990Google Scholar
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    R.Devaney, “Caos and Fractals”, Addison-Welsey, 1990Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1995

Authors and Affiliations

  • Paolo Cremonesi
    • 1
  1. 1.Dipartimento di Elettronica e InformazionePolitecnico di MilanoMilanoItaly

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