A Study on Output Voltage of a Chaotic Neuron Model with Low Capacity

Abstract

In recent years, a number of studies of neural networks have been conducted with the purpose of applying engineering to the brain. Previously, we proposed a pulse-type hardware chaotic neuron model with low capacity. However, the oscillation amplitude of proposed model became smaller.

In this paper, we propose the voltage control chaotic neuron model. As a result, it is shown that the proposed model is able to achieve chaotic oscillation with sufficient amplitude. Furthermore, by constructing a neural network using the proposed chaotic neuron model, it is shown that patterns learned by STDP can be recalled.