ON THE ASSOCIATION BETWEEN CONNECTIONISM AND DATA - ARE A FEW WORDS NECESSARY

被引:178
作者
BESNER, D [1 ]
TWILLEY, L [1 ]
MCCANN, RS [1 ]
SEERGOBIN, K [1 ]
机构
[1] NASA,AMES RES CTR,MOFFETT FIELD,CA 94035
关键词
D O I
10.1037/0033-295X.97.3.432
中图分类号
B84 [心理学];
学科分类号
04 [教育学]; 0402 [心理学];
摘要
Parallel distributed processing (PDP) models represent a new and exciting approach to the study of visual word recognition in reading. Seidenberg and McClelland's (1989) model is examined because the strongest and widest claims for the viability of a connectionist account of visual word recognition have been made on the basis of their model. The current implemented version of their model fails to account for important facts concerning how human subjects read aloud and carry out lexical decisions, despite the fact that these tasks are central to the performance domain that the model purports to explain. The incorporation of multiple routines and an explicit lexical level of representation into the model may help resolve some of the difficulties.
引用
收藏
页码:432 / 446
页数:15
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