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A digital synthesis of hindmarsh-rose neuron: A thalamic neuron model of the brain

Amirhosein Kazemi, Arash Ahmadi, Shaghayegh Gomar

发表年份
2014
引用次数
10

摘要

In recent years, understanding of the brain and its behavior has been an active research field targeting for variety of applications such as: founding new solutions to cure brain diseases, better designation of robots and study of neural network's behavior. In this scheme, the main concept is neuron model as a building block of neural networks. Until now a large variety of the neuron models have been developed. One of these models is biological Hindmarsh-Rose neuron model which it mimics the thalamic neurons of the brain. This paper proposes a digital structure for Hindmarsh-Rose neuron model. Simulation results verify that the proposed circuit can reproduce the spiking pattern, successfully.

关键词

Biological neuron modelNeuronComputer scienceArtificial neural networkBlock (permutation group theory)Spiking neural networkArtificial intelligenceVariety (cybernetics)NeuroscienceMathematics

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