听觉感知学习中的正向和反向层次结构

S. Amitay
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引用次数: 15

摘要

摘要:本文试图将视觉感知学习的反向层次理论(RHT)应用于听觉感知学习,并将其扩展到两个系统的结构差异如何影响学习过程。我想提出,与RHT所描述的单一学习过程不同,两种类型的听觉学习同时发生,方向相反:选择和增强任务相关的信息,通过处理层次反向进行,从高水平开始,随着训练的进展而级联到低水平,过滤任务无关的信息,通过处理层次向前进行。学习迁移同样是一种双重现象:要么是增强过程的副产品,受益于高水平的处理,在神经元表征中特异性较低;要么是过滤和抑制处理无关信息失败的结果……
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FORWARD AND REVERSE HIERARCHIES IN AUDITORY PERCEPTUAL LEARNING
Abstract This paper attempts to apply the reverse hierarchy theory (RHT) of visual perceptual learning to auditory perceptual learning, and to extend it to account for how the differences in architecture of the two systems may affect the learning process. I would like to propose that rather than a singular learning process as described by RHT two types of auditory learning are occurring concurrently and in opposing directions: selection and enhancement of task-relevant information which proceeds in reverse through the processing hierarchies, starting at high levels and cascading to low levels as training progresses, and filtering of task-irrelevant information which proceeds forward through the processing hierarchy. Transfer of learning is likewise a twofold phenomenon: either a by-product of the enhancement process benefitting from processing at high levels where there is less specificity in neuronal representations, or the result of a failure to filter out and suppress processing information extraneous ...
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