dc.contributor.author | Hautala, Jarkko | |
dc.contributor.author | Saarela, Mirka | |
dc.contributor.author | Loberg, Otto | |
dc.contributor.author | Kärkkäinen, Tommi | |
dc.date.accessioned | 2024-09-18T06:02:56Z | |
dc.date.available | 2024-09-18T06:02:56Z | |
dc.date.issued | 2024 | |
dc.identifier.citation | Hautala, J., Saarela, M., Loberg, O., & Kärkkäinen, T. (2024). A design for neural network model of continuous reading. <i>Cognitive Systems Research</i>, <i>88</i>, Article 101284. <a href="https://doi.org/10.1016/j.cogsys.2024.101284" target="_blank">https://doi.org/10.1016/j.cogsys.2024.101284</a> | |
dc.identifier.other | CONVID_242652640 | |
dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/97088 | |
dc.description.abstract | Cognition and learning are exceedingly modeled as an associative activity of connectionist neural networks. However, only a few such models exist for continuous reading, which involves the delicate coordination of word recognition and eye movements. Moreover, these models are limited to only orthographic level of word processing with predetermined lexicons. Here, we present a conceptual design of a developmentally plausible neural network model of reading designed to simulate word learning, parafoveal preview activation of words, their later foveal word recognition including phonological decoding, and forward saccade length as a control mechanism for intake of new textual information. We will discuss the theoretical advancements of the design and avenues for future developments. | en |
dc.format.mimetype | application/pdf | |
dc.language.iso | eng | |
dc.publisher | Elsevier | |
dc.relation.ispartofseries | Cognitive Systems Research | |
dc.rights | CC BY 4.0 | |
dc.subject.other | eye movement control of reading | |
dc.subject.other | word recognition | |
dc.subject.other | computational modeling | |
dc.subject.other | neural network | |
dc.title | A design for neural network model of continuous reading | |
dc.type | article | |
dc.identifier.urn | URN:NBN:fi:jyu-202409185963 | |
dc.contributor.laitos | Informaatioteknologian tiedekunta | fi |
dc.contributor.laitos | Faculty of Information Technology | en |
dc.type.uri | http://purl.org/eprint/type/JournalArticle | |
dc.type.coar | http://purl.org/coar/resource_type/c_2df8fbb1 | |
dc.description.reviewstatus | peerReviewed | |
dc.relation.issn | 1389-0417 | |
dc.relation.volume | 88 | |
dc.type.version | publishedVersion | |
dc.rights.copyright | © 2024 The Author(s). Published by Elsevier B.V. | |
dc.rights.accesslevel | openAccess | fi |
dc.relation.grantnumber | 356314 | |
dc.subject.yso | katseenseuranta | |
dc.subject.yso | hermoverkot (biologia) | |
dc.subject.yso | lukeminen | |
dc.subject.yso | sanantunnistus (kognitio) | |
dc.subject.yso | mallintaminen | |
dc.subject.yso | laskennallinen neurotiede | |
dc.format.content | fulltext | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p37956 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p38811 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p11406 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p39317 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p3533 | |
jyx.subject.uri | http://www.yso.fi/onto/yso/p23148 | |
dc.rights.url | https://creativecommons.org/licenses/by/4.0/ | |
dc.relation.doi | 10.1016/j.cogsys.2024.101284 | |
dc.relation.funder | Research Council of Finland | en |
dc.relation.funder | Suomen Akatemia | fi |
jyx.fundingprogram | Academy Research Fellow, AoF | en |
jyx.fundingprogram | Akatemiatutkija, SA | fi |
jyx.fundinginformation | This research was funded by the Academy of Finland with grants 317030, 319911 and 345639 to Jarkko Hautala. | |
dc.type.okm | A1 | |