Reconstructing chaotic dynamics through spike lters

نویسنده

  • Rolando Castro
چکیده

We consider the problem of reconstructing chaotic attractors from spike trains produced by model neurons. We nd that the period/parameter plot, which displays the dependence of the oscillation frequency of the spiking model on the input level, is a useful device for determining the success of reconstruction. A new three-dimensional version of Fitzhugh-Nagumo spiking dynamics is investigated along with other models.

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تاریخ انتشار 1999