A model of reading based on a guided-propagation connectionist network is proposed. First, the basic principles of the guided-propagation model are specified, followed by a description of the connectionist reading model. Second, we describe how this connectionist model successfully models some basic results from the reading research, i.e., the word-frequency effect and the word preview effects. Finally, limitations and future extensions of the model are discussed
Classic connectionist models of reading have traditionally focused on English, a language with a qua...
At least 3 different types of computational model have been shown to account for various facets of b...
At least 3 different types of computational model have been shown to account for various facets of b...
A model of reading based on a guided-propagation connectionist network is proposed. First, the basic...
46 pagesInternational audienceA connectionist feedforward network implementing a mapping from orthog...
A connectionist feedforward network implementing a mapping from orthography to phonology is describe...
Research on connectionist mapping from written to spoken forms in natural language is presented. For...
constitute learned, internal representations that mediate between inputs and outputs. In this way, t...
Reading researchers seek to discover exactly what kinds of information-processing activities go on i...
This article describes the Dual Route Cascaded (DRC) model, a computational model of visual word rec...
Existing direct route connectionist models of reading aloud (i.e. text to phoneme conversion) can no...
This paper describes a computer simulation of reading that is strongly driven by eye fixation data f...
This article describes the Dual Route Cascaded (DRC) model, a computational model of visual word rec...
Computational modelling is a tool that can be used in different ways for different purposes. There a...
A connectionist attentional-shift model of eye movement control (CASMEC) in reading is described. ...
Classic connectionist models of reading have traditionally focused on English, a language with a qua...
At least 3 different types of computational model have been shown to account for various facets of b...
At least 3 different types of computational model have been shown to account for various facets of b...
A model of reading based on a guided-propagation connectionist network is proposed. First, the basic...
46 pagesInternational audienceA connectionist feedforward network implementing a mapping from orthog...
A connectionist feedforward network implementing a mapping from orthography to phonology is describe...
Research on connectionist mapping from written to spoken forms in natural language is presented. For...
constitute learned, internal representations that mediate between inputs and outputs. In this way, t...
Reading researchers seek to discover exactly what kinds of information-processing activities go on i...
This article describes the Dual Route Cascaded (DRC) model, a computational model of visual word rec...
Existing direct route connectionist models of reading aloud (i.e. text to phoneme conversion) can no...
This paper describes a computer simulation of reading that is strongly driven by eye fixation data f...
This article describes the Dual Route Cascaded (DRC) model, a computational model of visual word rec...
Computational modelling is a tool that can be used in different ways for different purposes. There a...
A connectionist attentional-shift model of eye movement control (CASMEC) in reading is described. ...
Classic connectionist models of reading have traditionally focused on English, a language with a qua...
At least 3 different types of computational model have been shown to account for various facets of b...
At least 3 different types of computational model have been shown to account for various facets of b...