Robidoux Serje, Besner Derek
Cognition and Perception Unit, Department of Psychology, University of Waterloo, Waterloo ON, Canada.
Front Psychol. 2017 Feb 27;8:218. doi: 10.3389/fpsyg.2017.00218. eCollection 2017.
Interactive activation accounts of processing have had a broad and deep influence on cognitive psychology, particularly so in the context of computational accounts of reading aloud at the single word level. Here we address the issue of whether such a framework can simulate the joint effects of stimulus quality and word frequency (which have been shown to produce both additive and interactive effects depending on the context). We extend previous work on this question by considering an alternative implementation of a stimulus quality manipulation, and the role of interactive activation. Simulations with a version of the Dual Route Cascaded model (a model with interactive activation dynamics along the lexical route) demonstrate that the model is unable to simulate the entire pattern seen in human performance. We discuss how a hybrid interactive activation model that includes some context dependent staged processing could accommodate these data.
加工的交互激活理论对认知心理学产生了广泛而深刻的影响,在单字水平大声朗读的计算理论背景下尤其如此。在此,我们探讨这样一个框架是否能够模拟刺激质量和词频的联合效应(研究表明,根据上下文,这两者会产生相加和交互效应)。我们通过考虑刺激质量操纵的另一种实现方式以及交互激活的作用,扩展了此前关于这个问题的研究。使用双通路级联模型的一个版本(一种在词汇通路上具有交互激活动态的模型)进行的模拟表明,该模型无法模拟人类表现中观察到的整个模式。我们讨论了一个包含一些上下文依赖的阶段性加工的混合交互激活模型如何能够解释这些数据。