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A pulse-type hardware bursting neuron model

✍ Scribed by Katsutoshi Saeki; Yoshifumi Sekine; Kazuyuki Aihara

Publisher
John Wiley and Sons
Year
2001
Tongue
English
Weight
215 KB
Volume
84
Category
Article
ISSN
8756-663X

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✦ Synopsis

A number of studies have recently been made on hardware implementation of a neuron model for applications to information processing functions of neural networks.

We previously proposed a pulse-type hardware neuron model composed of a negative resistance circuit, resistors, and capacitors. In this paper, we propose a new pulse-type hardware bursting neuron model on the basis of the previous study. First, we show that the pulse-type hardware neuron model has the features of the BVP equations. Next, we show that the pulse-type hardware bursting neuron model can be constructed by making full use of the modified BVP equations with three adjustable parameters.

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