Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.
Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands.
Cereb Cortex. 2019 May 1;29(5):2261-2278. doi: 10.1093/cercor/bhz038.
Predictive coding models propose that predictions (stimulus likelihood) reduce sensory signals as early as primary visual cortex (V1), and that attention (stimulus relevance) can modulate these effects. Indeed, both prediction and attention have been shown to modulate V1 activity, albeit with fMRI, which has low temporal resolution. This leaves it unclear whether these effects reflect a modulation of the first feedforward sweep of visual information processing and/or later, feedback-related activity. In two experiments, we used electroencephalography and orthogonally manipulated spatial predictions and attention to address this issue. Although clear top-down biases were found, as reflected in pre-stimulus alpha-band activity, we found no evidence for top-down effects on the earliest visual cortical processing stage (<80 ms post-stimulus), as indexed by the amplitude of the C1 event-related potential component and multivariate pattern analyses. These findings indicate that initial visual afferent activity may be impenetrable to top-down influences by spatial prediction and attention.
预测编码模型提出,预测(刺激可能性)早在初级视觉皮层(V1)就减少了感觉信号,而注意力(刺激相关性)可以调节这些影响。事实上,预测和注意力都被证明可以调节 V1 的活动,尽管使用的是 fMRI,其时间分辨率较低。这使得尚不清楚这些影响是否反映了对视觉信息处理的第一前馈扫掠的调制,以及后续的反馈相关活动。在两项实验中,我们使用脑电图并正交地操纵空间预测和注意力来解决这个问题。尽管如在刺激前 alpha 频段活动中所反映的那样,发现了明显的自上而下的偏差,但我们没有发现自上而下的影响对最早的视觉皮层处理阶段(刺激后<80ms)的证据,这是由 C1 事件相关电位成分和多元模式分析的振幅来表示的。这些发现表明,初始视觉传入活动可能不受空间预测和注意力的自上而下影响的影响。