Neurodynamics Analysis of Transmission of Brain Information

WANG Ru-bin; ZHANG Zhi-kang; Chi K. Tse

doi:10.3879/j.issn.1000-0887.2009.11.007

Volume 30 Issue 11

Turn off MathJax

Article Contents

Article Navigation > Applied Mathematics and Mechanics > 2009 > 30(11): 1327-1340

WANG Ru-bin, ZHANG Zhi-kang, Chi K. Tse. Neurodynamics Analysis of Transmission of Brain Information[J]. Applied Mathematics and Mechanics, 2009, 30(11): 1327-1340. doi: 10.3879/j.issn.1000-0887.2009.11.007

Citation:

PDF( 1702 KB)

Neurodynamics Analysis of Transmission of Brain Information

doi: 10.3879/j.issn.1000-0887.2009.11.007

1.
Institute for Cognitive Neurodynamics, School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, P. R. China;

Received Date: 2009-03-23
Rev Recd Date: 2009-09-02
Publish Date: 2009-11-15

Abstract

Abstract

A model of neural networks consisting of populations of perceptive neurons, interneurons and motor neurons according to the theory of stochastic phase resetting dynamics, was proposed. According to this model, dynamical characteristics of neural networks were studied under three coup ling cases, nam ely, series and parallel coup ling, series coup ling and un ilateral coupling. The results allow the structure of neural networks to be identified, and enable the basic characteristics of neural in formation processing to be described in terms of action of both the optional motor and the reflected motor. The excitation of local neural networks is caused by action of the optional motor. In particular, the excitation of neural population caused by action of the optional motor in the motor cortexis larger than that caused by action of there flected motor. It is reflected that there are more neurons participating in neural information processing and excited synchronization motion under the action of the optional motor.
- model of neural networks of series and parallel coupling,
- phase coding,
- synchronousmotion,
- perception neuron,
- inter-neuron,
- motor neuron,
- population of neural oscillators

FullText(HTML)

References(20)

References

[1]	Wagatsuma H,Yamaguchi Y.Neural Dynamics of the Cognitive Map in the Hippocampus[J].Cognitive Neurodynamics,2007,1(2):119-141. doi: 10.1007/s11571-006-9013-6
[2]	Jun Igarashi,Hatsuo Hayashi,Katsumi Tateno.Theta phase coding in a network model of the entorhinal cortex layer Ⅱ with entorhinal- hippocampal loop connections[J].Cognitive Neurodynamics,2007,1(2):169-184. doi: 10.1007/s11571-006-9003-8
[3]	WANG Ru-bin,ZHANG Zhi-kang.Nonlinear stochastic models of neurons activities[J].Neurocomputing,2003,51:401-411. doi: 10.1016/S0925-2312(02)00624-0
[4]	Tass P A.Stimulus-locked transient phase dynamics,synchronization and desynchronization of two oscillators[J].Europhys Lett,2003,59:199-205.
[5]	Tass P A.Stochastic phase resetting of stimulus-locked responses of two coupled oscillators:transient response clustering,synchronization and desynchronization [J].Chaos,2003,13(1):364-376. doi: 10.1063/1.1505813
[6]	Neiman A B,Russell D F,DiLullo A,et al.Response clustering in transient stochastic synchronization and desynchronization of coupled neuronal bursters[J].Physical Review E,2007,DOI: 10.1103/PhysRevE.76.021908.
[7]	Wagatsuma H,Yamaguchi Y.Disambiguation of Multiple Sequence Learning by Theta Phase Coding[J].The Brain & Neural Networks,2005,12(1):17-31.
[8]	Yamaguchi Y,Aota Y,Sato N,et al.Synchronization of neural oscillations as a possible mechanism underlying episodic memory:A study of theta rhythm in the hippocampus[J].Journal of Integrative Neuroscience,2004,3(2):143-157. doi: 10.1142/S0219635204000488
[9]	Tass P A.Phase resetting in medicine and biology[M]. Berlin:Springer-Verlag,1999.
[10]	王如彬,张志康,余婧.关于注意与记忆的神经动力学机制[J].力学学报,2006,38(6):816-824.
[11]	WANG Ru-bin,ZHANG Zhi-kang.A neural model on cognitive process[J].Lecture Notes in Computer Science,2006,3971：50-59. doi: 10.1007/11759966_8
[12]	JIAO Xian-fa,WANG Ru-bin.Synchronization in neuronal population with the variable coupling strength in the presence of external stimulus[J].Applied Physical Letters,2006,88:203901. doi: 10.1063/1.2204575
[13]	WANG Ru-bin,JIAO Xian-fa.A stochastic nonlinear evolution model and neural coding on neuronal population possessing variable coupling intensity in spontaneous behavior [J].Neurocomputing,2006,69(7/9):778-785. doi: 10.1016/j.neucom.2005.05.010
[14]	JIAO Xian-fa,WANG Ru-bin.Nonlinear dynamic model and neural coding of neuronal network with the variable coupling strength in the presence of external stimuli [J].Applied Physical Letters,2005,87:083901. doi: 10.1063/1.1957120
[15]	JIAO Xian-fa,WANG Ru-bin.Synchronous firing and its control in neuronal population with time delay [J].Cognitive Neurodynamics，2007，215-219.
[16]	王如彬，张志康，谢志刚，等.关于多个神经振子群网络的集群神经编码[J].动力学与控制学报，2009，7(3)：217-225.
[17]	黄秉宪.脑的高级功能与神经网络[M].北京：科学出版社，2000.
[18]	李祖枢，涂亚庆.仿人智能控制[M].北京：国防工业出版社，2003.
[19]	顾凡及,梁培基.神经信息处理[M].北京：北京工业大学出版社，2007.
[20]	胡吉永，丁辛，王如彬，等.触摸法评价织物柔软性的感知觉力学原理分析[J].力学学报,2009,41(5):757-764.