DocumentCode
550724
Title
Action potential initial dynamical analysis of neuron spiking adaptation
Author
Jin Qitao ; Wang Jiang ; Jia Qiuju ; Deng Bin ; Wei Xile ; Che Yanqiu
Author_Institution
Dept. of Electr. & Autom. Eng, Tianjin Univ., Tianjin, China
fYear
2011
fDate
22-24 July 2011
Firstpage
572
Lastpage
577
Abstract
Neuron is the basic unit of neuron system and information processing. The response property and information coding style of neuron to external stimulus is realized essentially through change of neurons physiological characteristics. Some important properties of neuron, such as adaptability, sensitivity and reliability, are both closely related to neural coding. During sustained stimulation, neuron spiking frequency may decrease, which is called neuron spiking adaptation. Former researches have shown that neuron spiking adaptation is decided by action potential initial dynamical mechanism of the interaction among various ion currents. In this paper, we set to study the influence of adaptation on action potential initial dynamical mechanism. Combining the result with the corresponding relationship between action potential initial dynamical mechanism and neural coding, we can further reveal the physiological mechanism of the impact of neuron spiking adaptation on neural coding.
Keywords
neural nets; reliability; action potential initial dynamical analysis; adaptability; external stimulus; information coding style; information processing; neural coding; neuron spiking frequency; neurons physiological characteristics; physiological mechanism; reliability; sensitivity; Adaptation models; Automation; Electrical engineering; Electronic mail; Encoding; Neurons; Physiology; Action Potential Initial Dynamical; Neuron Coding; Neuron Spiking Adaptation; Physiological Mechanism;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001063
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