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自我模型理论:从未来中学习。

Self model theory: learning from the future.

机构信息

Creating Futures, Center on Disability Studies, University of Hawaii at Manoa, Manoa, HI, USA.

Psychology Department, University of Auckland, Auckland, New Zealand.

出版信息

Wiley Interdiscip Rev Cogn Sci. 2012 Mar;3(2):215-230. doi: 10.1002/wcs.1156. Epub 2011 Nov 30.

Abstract

This paper synthesizes findings and theoretical propositions across behavioral, cognitive, and neuropsychological theories, with significant new conceptualizations bearing upon processes of learning and performance. There is a need to explain ultrarapid learning within the framework of cognitive science. In video self modeling and in challenging circumstances, the speed of behavior change appears to be derived from feedforward, in which component behaviors (in the repertoire) are reconfigured to produce a new skill or level of performance. It is argued that 'self modeling' is fundamental to learning, and peer/other modeling serves as an alternative. Learning in this way produces a cognitive self-simulation which can be accessed to trigger a behavioral response in a future context. Related neurological processes are indicated by 'mental time travel' (MTT) and specific brain activity during the imagination (simulation) of future personal events. There is evidence that some brain mechanisms (mirror neurons), involved in immediate imitation, are differentially responsive to images of self versus other. MTT (to future events) in cognitive neuroscience has so far been discussed only in terms of prediction and planning not behavior change. These issues are brought together by self model theory. Conclusions drawn in this paper include discussions of the value in 'learning from the future' as a ubiquitous human ability. Overall, the propositions of this theory should stimulate diverse future research, linking neurological and behavioral contributions to cognitive science. WIREs Cogn Sci 2012, 3:215-230. doi: 10.1002/wcs.1156 For further resources related to this article, please visit the WIREs website.

摘要

本文综合了行为、认知和神经心理学理论的研究结果和理论假设,提出了一些重要的新概念,这些概念对学习和表现过程具有重要意义。需要在认知科学的框架内解释超快学习。在视频自我建模和具有挑战性的环境中,行为改变的速度似乎来自前馈,其中组件行为(在技能库中)被重新配置以产生新的技能或表现水平。有人认为,“自我建模”是学习的基础,同伴/他人建模则是一种替代方法。以这种方式学习会产生一种认知自我模拟,可以在未来的情境中触发行为反应。相关的神经过程由“心理时间旅行”(MTT)和未来个人事件想象(模拟)期间的特定大脑活动来表示。有证据表明,一些大脑机制(镜像神经元),涉及即时模仿,对自我与他人的图像有不同的反应。认知神经科学中的 MTT(对未来事件)迄今为止仅在预测和规划方面进行了讨论,而不是行为改变。自我模型理论将这些问题结合在一起。本文得出的结论包括讨论了作为一种普遍存在的人类能力的“从未来学习”的价值。总的来说,该理论的假设应该激发各种未来的研究,将神经科学和行为学的贡献与认知科学联系起来。WIREs Cogn Sci 2012, 3:215-230. doi: 10.1002/wcs.1156 如需获取本文相关资源,请访问 WIREs 网站。

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