Modality-constrained statistical learning of tactile, visual, and auditory sequences
Modality-constrained statistical learning of tactile, visual, and auditory sequences
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DOI：
10.1037/0278-7393.31.1.24
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发表时间：
2005-01-01
影响因子：
2.6
通讯作者：
Christiansen, MH
中科院分区：
文献类型：
--
作者：
Conway, CM;Christiansen, MH
作者调查了触觉、视觉和听觉在多大程度上调节了顺序输入中统计规律的处理。很少有研究人员对感官形式进行严格的比较；特别是触觉几乎被忽视了。目前的数据不仅揭示了共性，而且还揭示了影响各种意义上的统计学习的形式限制。具体地说，作者发现，与视觉和触觉相比，听觉方式显示出了定量学习优势。此外，他们在感官中发现了定性的学习偏差：首先，试听为输入序列的最后部分提供了更好的学习。这些发现是根据统计学习是否可能由单一的单一机制组成，还是由多个受通道限制的机制组成。
The authors investigated the extent to which touch, vision, and audition mediate the processing of statistical regularities within sequential input. Few researchers have conducted rigorous comparisons across sensory modalities; in particular, the sense of touch has been virtually ignored. The current data reveal not only commonalities but also modality constraints affecting statistical learning across the senses. To be specific, the authors found that the auditory modality displayed a quantitative learning advantage compared with vision and touch. In addition, they discovered qualitative learning biases among the senses: Primarily, audition afforded better learning for the final part of input sequences. These findings are discussed in terms of whether statistical learning is likely to consist of a single, unitary mechanism or multiple, modality-constrained ones.