DocumentCode :
1785497
Title :
A digital synthesis of hindmarsh-rose neuron: A thalamic neuron model of the brain
Author :
Kazemi, A. ; Ahmadi, Amin ; Gomar, Shaghayegh
Author_Institution :
Fac. of Eng., Razi Univ., Kermanshah, Iran
fYear :
2014
fDate :
20-22 May 2014
Firstpage :
238
Lastpage :
241
Abstract :
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.
Keywords :
bioelectric phenomena; biomimetics; brain models; differential equations; diseases; network topology; neural nets; Hindmarsh-Rose neuron model synthesis; brain behavior research; brain disease treatment; brain model; circuit model; digital structure; digital synthesis; neural network behavior; robot designation; simulation; spiking pattern reproduction; thalamic neuron mimicking; thalamic neuron model; Biological neural networks; Biological system modeling; Brain modeling; Integrated circuit modeling; Mathematical model; Neurons; Data Flow Graph(DFG); Field Programmable Gate Array (FPGA); Hindmarsh-Rose(HR); Neuromorphic Engineering(NE); Spiking Neural Network(SNN);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
Type :
conf
DOI :
10.1109/IranianCEE.2014.6999539
Filename :
6999539
Link To Document :
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