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联想学习中的时间:关于时间图谱的综述

Time in Associative Learning: A Review on Temporal Maps.

作者信息

Chandran Midhula, Thorwart Anna

机构信息

Department of Psychology, Philipps-Universität Marburg, Marburg, Germany.

出版信息

Front Hum Neurosci. 2021 Apr 6;15:617943. doi: 10.3389/fnhum.2021.617943. eCollection 2021.

Abstract

Ability to recall the timing of events is a crucial aspect of associative learning. Yet, traditional theories of associative learning have often overlooked the role of time in learning association and shaping the behavioral outcome. They address temporal learning as an independent and parallel process. Temporal Coding Hypothesis is an attempt to bringing together the associative and non-associative aspects of learning. This account proposes temporal maps, a representation that encodes several aspects of a learned association, but attach considerable importance to the temporal aspect. A temporal map helps an agent to make inferences about missing information by applying an integration mechanism over a common element present in independently acquired temporal maps. We review the empirical evidence demonstrating the construct of temporal maps and discuss the importance of this concept in clinical and behavioral interventions.

摘要

回忆事件发生时间的能力是联想学习的一个关键方面。然而,传统的联想学习理论常常忽视了时间在学习关联和塑造行为结果中的作用。它们将时间学习视为一个独立且并行的过程。时间编码假说试图将学习的联想和非联想方面结合起来。该理论提出了时间图谱,这是一种对学习到的关联的多个方面进行编码的表征,但特别重视时间方面。时间图谱通过对独立获取的时间图谱中存在的共同元素应用整合机制,帮助智能体对缺失信息进行推理。我们回顾了证明时间图谱结构的实证证据,并讨论了这一概念在临床和行为干预中的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6206/8055836/2d6630483d58/fnhum-15-617943-g0001.jpg

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