Hebbian self-organizing memories (Pirrelli et al. 2010, Ferro et al. 2011, Koutnik 2007) can provide a rigorous and testable conceptual framework within which to unify diverse functional hypotheses for lexical acquisition and processing, and to clarify how these hypotheses may be explained computationally. I discuss a few desiderata that any biologically-inspired computational model of the mental lexicon has to meet, and report on how well such desiderata are met by different types of Hebbian self-organizing memories, exhibiting empirically different maturational trends in lexical acquisition.
Hebbian Self-Organizing Memories for Lexical Recoding and Processing
Pirrelli;Vito
2012
Abstract
Hebbian self-organizing memories (Pirrelli et al. 2010, Ferro et al. 2011, Koutnik 2007) can provide a rigorous and testable conceptual framework within which to unify diverse functional hypotheses for lexical acquisition and processing, and to clarify how these hypotheses may be explained computationally. I discuss a few desiderata that any biologically-inspired computational model of the mental lexicon has to meet, and report on how well such desiderata are met by different types of Hebbian self-organizing memories, exhibiting empirically different maturational trends in lexical acquisition.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Pirrelli | it |
| dc.authority.people | Vito | it |
| dc.collection.id.s | 33fc2b58-b895-438b-9d2a-2c5bc86a83a6 | * |
| dc.collection.name | 04.04 Presentazione/Comunicazione non pubblicata in atti di convegno | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.date.accessioned | 2024/02/20 19:55:54 | - |
| dc.date.available | 2024/02/20 19:55:54 | - |
| dc.date.issued | 2012 | - |
| dc.description.abstracteng | Hebbian self-organizing memories (Pirrelli et al. 2010, Ferro et al. 2011, Koutnik 2007) can provide a rigorous and testable conceptual framework within which to unify diverse functional hypotheses for lexical acquisition and processing, and to clarify how these hypotheses may be explained computationally. I discuss a few desiderata that any biologically-inspired computational model of the mental lexicon has to meet, and report on how well such desiderata are met by different types of Hebbian self-organizing memories, exhibiting empirically different maturational trends in lexical acquisition. | - |
| dc.description.affiliations | ILC-CNR, Pisa | - |
| dc.description.allpeople | Pirrelli; Vito | - |
| dc.description.allpeopleoriginal | Pirrelli, Vito | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 1 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/228594 | - |
| dc.language.iso | eng | - |
| dc.relation.conferencedate | February 9-12, 2012 | - |
| dc.relation.conferencename | Workshop on Exo-lexical variables in monolingual and bilingual morphological processing, IMM15 | - |
| dc.relation.conferenceplace | Vienna | - |
| dc.subject.keywords | Self-organising Maps | - |
| dc.subject.keywords | Memory | - |
| dc.subject.keywords | Word Processing | - |
| dc.subject.singlekeyword | Self-organising Maps | * |
| dc.subject.singlekeyword | Memory | * |
| dc.subject.singlekeyword | Word Processing | * |
| dc.title | Hebbian Self-Organizing Memories for Lexical Recoding and Processing | en |
| dc.type.driver | info:eu-repo/semantics/conferenceObject | - |
| dc.type.full | 04 Contributo in convegno::04.04 Presentazione/Comunicazione non pubblicata in atti di convegno | it |
| dc.type.miur | -2.0 | - |
| dc.ugov.descaux1 | 288106 | - |
| iris.orcid.lastModifiedDate | 2024/03/19 13:28:39 | * |
| iris.orcid.lastModifiedMillisecond | 1710851319032 | * |
| iris.sitodocente.maxattempts | 2 | - |
| Appare nelle tipologie: | 04.04 Presentazione/Comunicazione non pubblicata (convegno, evento, webinar...) | |
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