DocumentCode
3778806
Title
Analysis of the dynamic behaviour of a single Hodgkin-Huxley neuron model
Author
Dhanya E;N. Pradhan; Sunitha R;A. Sreedevi
Author_Institution
Dept. of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amrita School of Engineering, Bangalore, India
fYear
2015
Firstpage
441
Lastpage
446
Abstract
Brain is a major organ for processing thought, feelings, learning and memory. Neurons being the basic building unit of the brain, mathematical modeling of a neuron can give a great insight into the functioning of the central nervous system. This paper describes the most biologically realistic neuron model and its implementation in Simulink to understand the behavior of a neuron in a real-time environment. Hodgkin-Huxley neuron model is the first successful mathematical model which describes the initiation and propagation of action potentials in neurons. The dynamic behavior of a single HH neuron is examined for varying external stimulus and studied to help develop an interactive biological neural network by coupling a large number of neurons in the future.
Keywords
"Neurons","Mathematical model","Computational modeling","Biological system modeling","Sodium","Potassium","Biomembranes"
Publisher
ieee
Conference_Titel
Emerging Research in Electronics, Computer Science and Technology (ICERECT), 2015 International Conference on
Type
conf
DOI
10.1109/ERECT.2015.7499056
Filename
7499056
Link To Document