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Decoding Reveals The Contents Of Visual Working Memory In Early Visual Areas

机译:解码显示早期视觉区域中视觉工作记忆的内容

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摘要

Visual working memory provides an essential link between perception and higher cognitive functions, allowing for the active maintenance of information about stimuli no longer in view. Research suggests that sustained activity in higher-order prefron-tal, parietal, inferotemporal and lateral occipital areas supports visual maintenance, and may account for the limited capacity of working memory to hold up to 3-4 items. Because higher-order areas lack the visual selectivity of early sensory areas, it has remained unclear how observers can remember specific visual features, such as the precise orientation of a grating, with minimal decay in performance over delays of many seconds. One proposal is that sensory areas serve to maintain fine-tuned feature information, but early visual areas show little to no sustained activity over prolonged delays. Here we show that orientations held in working memory can be decoded from activity patterns in the human visual cortex, even when overall levels of activity are low. Using functional magnetic resonance imaging and pattern classification methods, we found that activity patterns in visual areas V1-V4 could predict which of two oriented gratings was held in memory with mean accuracy levels upwards of 80%, even in participants whose activity fell to baseline levels after a prolonged delay. These orientation-selective activity patterns were sustained throughout the delay period, evident in individual visual areas, and similar to the responses evoked by unattended, task-irrelevant gratings. Our results demonstrate that early visual areas can retain specific information about visual features held in working memory, over periods of many seconds when no physical stimulus is present.
机译:视觉工作记忆在感知和更高的认知功能之间提供了必不可少的联系,从而可以主动维护不再可见的刺激信息。研究表明,在较高阶的前额叶,顶叶,颞下叶和外侧枕叶区域的持续活动有助于维持视觉,并可能说明工作记忆最多只能容纳3-4个项。由于高阶区域缺乏早期感官区域的视觉选择性,因此尚不清楚观察者如何才能记住特定的视觉特征,例如光栅的精确方向,并且在几秒钟的延迟内性能衰减最小。一种提议是感觉区域用于维持微调的特征信息,但是早期的视觉区域在长时间的延迟下几乎没有或没有持续的活动。在这里,我们表明,即使总体活动水平较低,也可以从人类视觉皮层的活动模式中解码保存在工作记忆中的方向。使用功能磁共振成像和模式分类方法,我们发现视觉区域V1-V4中的活动模式可以预测内存中保存了两个定向光栅中的哪一个,即使其活动降至基线水平,参与者的平均准确度也高达80%长时间延迟之后。这些定向选择性活动模式在整个延迟期间都保持不变,在各个视觉区域均很明显,并且类似于无人看管,与任务无关的光栅所引起的响应。我们的结果表明,在没有物理刺激的情况下,早期视觉区域可以在几秒钟的时间内保留有关工作记忆中视觉特征的特定信息。

著录项

  • 来源
    《Nature》 |2009年第7238期|632-635672-673|共6页
  • 作者单位
  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
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  • 入库时间 2022-08-18 02:55:30

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