The therapeutic benefits of perceptual learning.

Current trends in neurology Pub Date : 2013-01-01
Jenni Deveau, Gary Lovcik, Aaron R Seitz
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Abstract

The modern field of perceptual learning addresses improvements of sensory and perceptual functioning in adult observers and provides powerful tools to ameliorate the effects of neurological conditions that involve a sensory or attentional deficit. While the sensory systems were once thought to be plastic only during early development, modern research demonstrates a great deal of plasticity in the adult brain. Here we discuss the value of perceptual learning as a method to improve sensory and attentional function, with a brief overview of the current approaches in the field, including how perceptual learning can be highly specific to the training set, and also how new training approaches can overcome this specificity and transfer learning effects to untrained tasks. We discuss these in the context of extant applications of perceptual learning as a treatment for neurological conditions and how new knowledge mechanisms (including attention, exposure based learning, reinforcement learning and multisensory facilitation) that allow or restrict learning in the visual system can lead to enhanced treatment approaches. We suggest new approaches that integrate multiple mechanisms of perceptual learning that promise greater learning and more generalization to real world conditions.

感知学习的治疗效果。
现代知觉学习领域致力于改善成年观察者的感官和知觉功能,并提供强大的工具来改善涉及感觉或注意力缺陷的神经系统疾病的影响。虽然人们曾认为感觉系统只有在早期发育过程中才具有可塑性,但现代研究表明,成人大脑具有很大的可塑性。在此,我们将讨论知觉学习作为一种改善感觉和注意力功能的方法的价值,并简要介绍该领域的现有方法,包括知觉学习如何对训练集具有高度特异性,以及新的训练方法如何克服这种特异性并将学习效果转移到未训练的任务中。我们将结合知觉学习作为神经系统疾病治疗方法的现有应用,以及允许或限制视觉系统学习的新知识机制(包括注意力、基于暴露的学习、强化学习和多感官促进)如何能够增强治疗方法,来讨论这些问题。我们提出的新方法整合了感知学习的多种机制,有望实现更高的学习效率,并更广泛地应用于现实世界中的各种情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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