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眼动系统中短期记忆与感觉信号的加权整合

Weighted integration of short-term memory and sensory signals in the oculomotor system.

作者信息

Deravet Nicolas, Blohm Gunnar, de Xivry Jean-Jacques Orban, Lefèvre Philippe

机构信息

Institute of Information and Communication Technologies, Electronics, and Applied Mathematics and Institute of Neuroscience, Université catholique de Louvain, B-1348 Louvain-La-Neuve, Belgium.

Centre for Neuroscience Studies, Queen's University, Kingston, ON, Canada.

出版信息

J Vis. 2018 May 1;18(5):16. doi: 10.1167/18.5.16.

Abstract

Oculomotor behaviors integrate sensory and prior information to overcome sensory-motor delays and noise. After much debate about this process, reliability-based integration has recently been proposed and several models of smooth pursuit now include recurrent Bayesian integration or Kalman filtering. However, there is a lack of behavioral evidence in humans supporting these theoretical predictions. Here, we independently manipulated the reliability of visual and prior information in a smooth pursuit task. Our results show that both smooth pursuit eye velocity and catch-up saccade amplitude were modulated by visual and prior information reliability. We interpret these findings as the continuous reliability-based integration of a short-term memory of target motion with visual information, which support modeling work. Furthermore, we suggest that saccadic and pursuit systems share this short-term memory. We propose that this short-term memory of target motion is quickly built and continuously updated, and constitutes a general building block present in all sensorimotor systems.

摘要

眼球运动行为整合感官信息和先验信息,以克服感觉运动延迟和噪声。在对这一过程进行了大量讨论之后,最近有人提出了基于可靠性的整合,现在一些平滑追踪模型包括循环贝叶斯整合或卡尔曼滤波。然而,缺乏人类行为证据支持这些理论预测。在这里,我们在平滑追踪任务中独立操纵视觉信息和先验信息的可靠性。我们的结果表明,平滑追踪眼速度和追赶扫视幅度均受到视觉信息和先验信息可靠性的调节。我们将这些发现解释为基于可靠性的连续整合,即目标运动的短期记忆与视觉信息的整合,这支持了建模工作。此外,我们认为扫视系统和追踪系统共享这种短期记忆。我们提出,这种目标运动的短期记忆是快速建立并不断更新的,并且构成了所有感觉运动系统中存在的一个通用构建模块。

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