IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Online ISSN : 1745-1337
Print ISSN : 0916-8508
Regular Section
A Generalized PWC Spiking Neuron Model and Its Neuron-Like Activities and Burst-Related Bifurcations
Yutaro YAMASHITAHiroyuki TORIKAI
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2012 Volume E95.A Issue 7 Pages 1125-1135

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Abstract

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.

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© 2012 The Institute of Electronics, Information and Communication Engineers
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