大鼠初级视皮层神经元整合野调制的多重分形去趋势波动分析
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河南城建学院 电气与信息工程学院,河南城建学院 电气与信息工程学院,郑州大学 电气工程学院

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Q6-33

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Multifractal detrended fluctuation Analysis upon Modulation of Non-classical Receptive Field in Rat’s Primary Visual Cortex
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    摘要:

    初级视皮层(V1区)神经元整合野的外周调制作用是动物执行视觉图像-背景分割和目标识别的神经基础。本文采用多重分形去趋势波动的方法,分析了整合野调制下神经元响应的多重分形性,并分析了其与整合野抑制作用的关系。结果表明:不同模式下神经元的响应信号均具有多重分形特征,谱宽Δα能显著区分两种典型的整合野调制状态,且神经元的分形性强度与整合野的抑制指数呈正相关。该研究表明整合野的调制作用改变了神经元响应的复杂程度,提高了其携带信息的能力。

    Abstract:

    The surrounding modulation of neurons by non-classical receptive field (nCRF) in primary visual cortex (V1) is hypothesized to be the basis of visual feature integration and figure-ground segregation. In this paper, multifractal detrended fluctuation analysis method was used to analyze the nonlinear dynamic characteristics of neuronal response under the modulation of nCRF, as well as the relationship between multifractal characteristics of neuronal response with their inhibition strengths modulated by nCRF. The results showed that the neuronal response to different visual stimuli presented multifractal.The width of multifractal singular spectrums Δα could discriminate different modulation conditions effectively, and was also positively correlated with the inhibition strengths of nCRF. Those results suggested that the modulation of nCRF produced much complex response, which helped to carry more information.

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胡玥,刘晓芳,朱妍雯. 大鼠初级视皮层神经元整合野调制的多重分形去趋势波动分析[J]. 科学技术与工程, 2015, 15(29): .
huyue, and. Multifractal detrended fluctuation Analysis upon Modulation of Non-classical Receptive Field in Rat’s Primary Visual Cortex[J]. Science Technology and Engineering,2015,15(29).

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  • 收稿日期:2015-06-07
  • 最后修改日期:2015-07-02
  • 录用日期:2015-07-13
  • 在线发布日期: 2015-10-16
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