David Stephen V, Hayden Benjamin Y, Mazer James A, Gallant Jack L
Program in Bioengineering, University of California, Berkeley, Berkeley, CA 94720-1650, USA.
Neuron. 2008 Aug 14;59(3):509-21. doi: 10.1016/j.neuron.2008.07.001.
Previous neurophysiological studies suggest that attention can alter the baseline or gain of neurons in extrastriate visual areas but that it cannot change tuning. This suggests that neurons in visual cortex function as labeled lines whose meaning does not depend on task demands. To test this common assumption, we used a system identification approach to measure spatial frequency and orientation tuning in area V4 during two attentionally demanding visual search tasks, one that required fixation and one that allowed free viewing during search. We found that spatial attention modulates response baseline and gain but does not alter tuning, consistent with previous reports. In contrast, feature-based attention often shifts neuronal tuning. These tuning shifts are inconsistent with the labeled-line model and tend to enhance responses to stimulus features that distinguish the search target. Our data suggest that V4 neurons behave as matched filters that are dynamically tuned to optimize visual search.
以往的神经生理学研究表明,注意力可以改变纹外视觉区域神经元的基线或增益,但不能改变其调谐。这表明视觉皮层中的神经元起到标记线的作用,其意义不依赖于任务需求。为了验证这一普遍假设,我们采用系统识别方法,在两项需要注意力的视觉搜索任务中测量V4区域的空间频率和方向调谐,一项任务要求注视,另一项任务在搜索过程中允许自由观看。我们发现,空间注意力调节反应基线和增益,但不改变调谐,这与之前的报道一致。相比之下,基于特征的注意力常常会改变神经元的调谐。这些调谐变化与标记线模型不一致,并且倾向于增强对区分搜索目标的刺激特征的反应。我们的数据表明,V4神经元的行为类似于匹配滤波器,会动态调谐以优化视觉搜索。