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
Link To Document :
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