A Generalized PWC Spiking Neuron Model and Its Neuron-Like Activities and Burst-Related Bifurcations

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概要

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• A generalized version of a piece-wise constant (ab. PWC) spiking neuron model is presented. It is shown that the generalization enables the model to reproduce 20 activities in the Izhikevich model. Among the activities, we analyze tonic bursting. Using an analytical one-dimensional iterative map, it is shown that the model can reproduce a burst-related bifurcation scenario, which is qualitatively similar to that of the Izhikevich model. The bifurcation scenario can be observed in an actual hardware.

• 2012-07-01

著者

• TORIKAI Hiroyuki

  the Graduate School of Engineering Science, Osaka University

• YAMASHITA Yutaro

  the Graduate School of Engineering Science, Osaka University

関連論文

• A Generalized PWC Spiking Neuron Model and Its Neuron-Like Activities and Burst-Related Bifurcations
• Neuron-Like Responses and Bifurcations of a Generalized Asynchronous Sequential Logic Spiking Neuron Model

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