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What is changing when: Decoding visual information in movies from human intracranial recordings

机译:什么时候发生了变化:解码人类颅内录音中电影中的视觉信息

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摘要

The majority of visual recognition studies have focused on the neural responses to repeated presentations of static stimuli with abrupt and well-defined onset and offset times. In contrast, natural vision involves unique renderings of visual inputs that are continuously changing without explicitly defined temporal transitions. Here we considered commercial movies as a coarse proxy to natural vision. We recorded intracranial field potential signals from 1284 electrodes implanted in 15 patients with epilepsy while the subjects passively viewed commercial movies. We could rapidly detect large changes in the visual inputs within approximately 100 ms of their occurrence, using exclusively field potential signals from ventral visual cortical areas including the inferior temporal gyrus and inferior occipital gyrus. Furthermore, we could decode the content of those visual changes even in a single movie presentation, generalizing across the wide range of transformations present in a movie. These results present a methodological framework for studying cognition during dynamic and natural vision.
机译:大多数视觉识别研究都集中在对静态刺激重复呈现的神经反应上,这种突然刺激具有明确的起效和抵消时间。相反,自然视觉涉及视觉输入的独特渲染,这些视觉输入不断变化而没有明确定义的时间转换。在这里,我们将商业电影视为自然视觉的粗略替代。我们记录了来自15例癫痫患者的1284根电极的颅内场电位信号,而受试者则被动观看了商业电影。我们可以使用来自腹侧视觉皮层区域(包括颞下回和枕下回)的专用场电位信号,在出现它们的大约100毫秒内迅速检测到视觉输入的大变化。此外,即使在单个电影演示中,我们也可以解码这些视觉变化的内容,从而概括出电影中存在的各种变换。这些结果为研究动态和自然视觉过程中的认知提供了一种方法框架。

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