J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA; Department of Psychological and Brain Sciences, Dartmouth college, Hanover, NH 03755, USA.
J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA.
Neuroimage. 2022 Nov 1;261:119532. doi: 10.1016/j.neuroimage.2022.119532. Epub 2022 Aug 2.
Natural images containing affective scenes are used extensively to investigate the neural mechanisms of visual emotion processing. Functional fMRI studies have shown that these images activate a large-scale distributed brain network that encompasses areas in visual, temporal, and frontal cortices. The underlying spatial and temporal dynamics, however, remain to be better characterized. We recorded simultaneous EEG-fMRI data while participants passively viewed affective images from the International Affective Picture System (IAPS). Applying multivariate pattern analysis to decode EEG data, and representational similarity analysis to fuse EEG data with simultaneously recorded fMRI data, we found that: (1) ∼80 ms after picture onset, perceptual processing of complex visual scenes began in early visual cortex, proceeding to ventral visual cortex at ∼100 ms, (2) between ∼200 and ∼300 ms (pleasant pictures: ∼200 ms; unpleasant pictures: ∼260 ms), affect-specific neural representations began to form, supported mainly by areas in occipital and temporal cortices, and (3) affect-specific neural representations were stable, lasting up to ∼2 s, and exhibited temporally generalizable activity patterns. These results suggest that affective scene representations in the brain are formed temporally in a valence-dependent manner and may be sustained by recurrent neural interactions among distributed brain areas.
自然场景图片被广泛用于研究视觉情绪处理的神经机制。功能磁共振成像研究表明,这些图像激活了一个包含视觉、颞叶和额叶皮层的大范围分布式脑网络。然而,其潜在的空间和时间动态仍有待更好地描述。我们在参与者被动观看国际情感图片系统 (IAPS) 的情感图片时,同时记录了 EEG-fMRI 数据。我们应用多元模式分析来解码 EEG 数据,并应用表示相似性分析将 EEG 数据与同时记录的 fMRI 数据融合,发现:(1) 在图片出现后约 80ms,复杂视觉场景的感知处理开始于早期视觉皮层,约 100ms 时进入腹侧视觉皮层;(2) 在约 200-300ms 之间(愉快图片:约 200ms;不愉快图片:约 260ms),开始形成特定于情绪的神经表示,主要由枕叶和颞叶皮层中的区域支持;(3) 特定于情绪的神经表示是稳定的,持续时间长达约 2s,并表现出时间上可推广的活动模式。这些结果表明,大脑中情感场景的表示是在时间上以效价依赖的方式形成的,可能是由分布式脑区之间的递归神经相互作用维持的。