回顾过去,展望未来。

IF 5 2区 医学 Q1 NEUROSCIENCES
Nicole C Rust, Stephanie E Palmer
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引用次数: 7

摘要

除了我们的视觉系统在决定我们现在所看到的东西方面所起的作用外,视觉计算在预测我们接下来将看到的东西方面也有重要的作用。虽然记忆在预测未来方面的作用经常被忽视,但有效的预测计算需要利用过去的信息来估计未来的事件。在这篇文章中,我们介绍了一个框架来理解记忆和视觉预测之间的关系,并回顾了视觉系统依赖于创建未来预测的两类机制。我们还讨论了定义从预测计算到预测机制的映射的原则,以及下游脑区如何解释视觉系统计算的预测信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Remembering the Past to See the Future.

Remembering the Past to See the Future.

Remembering the Past to See the Future.

In addition to the role that our visual system plays in determining what we are seeing right now, visual computations contribute in important ways to predicting what we will see next. While the role of memory in creating future predictions is often overlooked, efficient predictive computation requires the use of information about the past to estimate future events. In this article, we introduce a framework for understanding the relationship between memory and visual prediction and review the two classes of mechanisms that the visual system relies on to create future predictions. We also discuss the principles that define the mapping from predictive computations to predictive mechanisms and how downstream brain areas interpret the predictive signals computed by the visual system.

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来源期刊
Annual Review of Vision Science
Annual Review of Vision Science Medicine-Ophthalmology
CiteScore
11.10
自引率
1.70%
发文量
19
期刊介绍: The Annual Review of Vision Science reviews progress in the visual sciences, a cross-cutting set of disciplines which intersect psychology, neuroscience, computer science, cell biology and genetics, and clinical medicine. The journal covers a broad range of topics and techniques, including optics, retina, central visual processing, visual perception, eye movements, visual development, vision models, computer vision, and the mechanisms of visual disease, dysfunction, and sight restoration. The study of vision is central to progress in many areas of science, and this new journal will explore and expose the connections that link it to biology, behavior, computation, engineering, and medicine.
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