Connectionist models of word reading

Seidenberg MS

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Connectionist models of word reading

机译：单词阅读的连接主义模型

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Connectionist models of word reading attempt to explain the computational mechanisms underlying this important skill. The goal of this research is an integrated theory of reading and its brain bases, with the computational model as the interface between the two. The models are governed by computational principles that differ considerably from naive intuitions but nonetheless account for many aspects of normal and impaired (dyslexic) reading.

机译：单词阅读的连接主义模型试图解释这一重要技能所基于的计算机制。这项研究的目标是一种综合的阅读理论及其大脑基础，以计算模型作为两者之间的接口。这些模型受计算原理的支配，这些计算原理与幼稚的直觉有很大不同，但仍说明了正常阅读和阅读障碍的许多方面。

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《Current directions in psychological science: a journal of the American Psychological Society》 |2005年第5期|共5页
作者
Seidenberg MS;
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正文语种 eng
中图分类心理学;
关键词
reading; connectionist models; dyslexia; DEVELOPMENTAL DYSLEXIA; ALOUD; RECOGNITION; PHONOLOGY; INSIGHTS;

机译：阅读;连接主义模型;阅读障碍;发展性阅读障碍;本体;识别;语音;洞察力;

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机译：非文字阅读：将双路线级联和连接主义双进程模型与人类数据进行比较
2. Polysyllabic pseudo-word processing in reading and lexical decision: converging evidence from behavioral data, connectionist simulations and functional MRI. [J] . Valdois S, Carbonnel S, Juphard A, Brain research . 2006,第1期

机译：阅读和词汇决策中的多音节伪词处理：来自行为数据，连接主义模拟和功能性MRI的证据融合。
3. Beyond single syllables: Large-scale modeling of reading aloud with the Connectionist Dual Process (CDP++) model [J] . Perry C, Ziegler JC, Zorzi M Cognitive Psychology . 2010,第2期

机译：超越单音节：使用Connectionist Dual Process（CDP ++）模型进行朗读的大规模建模
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机译：从母亲到单词和双字儿童语言：多峰时间连接主义模型
5. Building a Corpus-Based Instructional Vocabulary Model: Interdisciplinary Academic Words in University Reading Support Courses [D] . Nelson, Timothy S. 2019

机译：建立基于语料库的教学词汇模型：大学阅读支持课程中的跨学科学术词汇
6. A Reading Model from the Perspective of Japanese Orthography: Connectionist Approach to the Hypothesis of Granularity and Transparency [O] . Mutsuo Ijuin, Taeko N. Wydell -1

机译：日本正字学的阅读模型：对粒度和透明度假设的联系主义方法
7. Exploring the impact of plasticity-related recovery after brain damage in a connectionist model of single-word reading [O] . Stephen R. Welbourne, Matthew A. Lambon Ralph 2005

机译：探讨单词阅读联结模型中脑损伤后可塑性相关恢复的影响

Connectionist models of word reading

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