Detecting Determinism in Firing Activities of Retinal Ganglion Cells during Response to Complex Stimuli  

Detecting Determinism in Firing Activities of Retinal Ganglion Cells during Response to Complex Stimuli

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作  者:蔡超峰 张莹莹 刘雪 梁培基 张溥明 

机构地区:[1]School of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240

出  处:《Chinese Physics Letters》2008年第5期1595-1598,共4页中国物理快报(英文版)

基  金:Supported by the National Basic Research Programme of China under Grant No 2005CB724301, the National Natural Science Foundation of China under Grant No 60775034.

摘  要:Complex stimuli are used to probe the response properties of the chicken's retinal ganglion cells (GCs). The correlation dimension method and the nonlinear forecasting method are applied to detect the determinism in the firing activities of the retinal GCs during response to complex stimuli. The inter-spike interval (ISI) series and the first difference of the ISI (DISI) series are analysed. Two conclusions are drawn. Firstly, the first difference operation of the ISI series makes it comparatively easier for determinism detection in the firing activities of retinal GCs. Secondly, the nonlinear forecasting method is more efficient and reliable than the correlation dimension method for determinism detection.Complex stimuli are used to probe the response properties of the chicken's retinal ganglion cells (GCs). The correlation dimension method and the nonlinear forecasting method are applied to detect the determinism in the firing activities of the retinal GCs during response to complex stimuli. The inter-spike interval (ISI) series and the first difference of the ISI (DISI) series are analysed. Two conclusions are drawn. Firstly, the first difference operation of the ISI series makes it comparatively easier for determinism detection in the firing activities of retinal GCs. Secondly, the nonlinear forecasting method is more efficient and reliable than the correlation dimension method for determinism detection.

关 键 词:TIME-SERIES RECONSTRUCTION CHAOS 

分 类 号:Q1[生物学—普通生物学]

 

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