ABSTRACT: Words are time-bound signals and are amenable to temporal processing. The human brain has an innate ability to encode serial events into spatial patterns of neural activity (David Beiser & James Houk, 1998). Temporal Hebbian SOMs (THSOMs) allow us to take the two assumptions seriously. They provide a novel computational framework accounting for many paradigm-based generalizations in a natural and insightful way. This claim is validated on inflectional data from German, English and Italian.
Word self-organization in time and space?: algorithms and evaluation.
Ferro Marcello
Primo
;Marzi Claudia
Secondo
;Pirrelli Vito
Ultimo
2010
Abstract
ABSTRACT: Words are time-bound signals and are amenable to temporal processing. The human brain has an innate ability to encode serial events into spatial patterns of neural activity (David Beiser & James Houk, 1998). Temporal Hebbian SOMs (THSOMs) allow us to take the two assumptions seriously. They provide a novel computational framework accounting for many paradigm-based generalizations in a natural and insightful way. This claim is validated on inflectional data from German, English and Italian.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | en |
| dc.authority.people | Ferro Marcello | en |
| dc.authority.people | Marzi Claudia | en |
| dc.authority.people | Pirrelli Vito | en |
| dc.collection.id.s | 3022b026-ca94-4314-9d76-902fd078cd4d | * |
| dc.collection.name | 05.12 Altro | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.date.accessioned | 2024/02/21 06:04:13 | - |
| dc.date.available | 2024/02/21 06:04:13 | - |
| dc.date.firstsubmission | 2024/09/30 16:19:39 | * |
| dc.date.issued | 2010 | - |
| dc.date.submission | 2024/09/30 16:19:39 | * |
| dc.description.abstracteng | ABSTRACT: Words are time-bound signals and are amenable to temporal processing. The human brain has an innate ability to encode serial events into spatial patterns of neural activity (David Beiser & James Houk, 1998). Temporal Hebbian SOMs (THSOMs) allow us to take the two assumptions seriously. They provide a novel computational framework accounting for many paradigm-based generalizations in a natural and insightful way. This claim is validated on inflectional data from German, English and Italian. | - |
| dc.description.affiliations | Istituto di Linguistica Computazionale | - |
| dc.description.allpeople | Ferro, Marcello; Marzi, Claudia; Pirrelli, Vito | - |
| dc.description.allpeopleoriginal | Ferro, Marcello; Marzi, Claudia; Pirrelli, Vito | en |
| dc.description.fulltext | none | en |
| dc.description.note | Presentazione tenuta in occasione del "Franco-Italian Morphology Meeting", Toulouse, 17-18 novembre 2010. Nell'ambito dell'Accordo bilaterale CNR-CNRS | en |
| dc.description.numberofauthors | 3 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/183239 | - |
| dc.language.iso | eng | en |
| dc.miur.last.status.update | 2024-09-30T14:19:47Z | * |
| dc.subject.keywords | Morphology | - |
| dc.subject.keywords | Word Processing and Learning | - |
| dc.subject.keywords | Mental Lexicon | - |
| dc.subject.keywords | L1 | - |
| dc.subject.keywords | SOMs | - |
| dc.subject.singlekeyword | Morphology | * |
| dc.subject.singlekeyword | Word Processing and Learning | * |
| dc.subject.singlekeyword | Mental Lexicon | * |
| dc.subject.singlekeyword | L1 | * |
| dc.subject.singlekeyword | SOMs | * |
| dc.title | Word self-organization in time and space?: algorithms and evaluation. | en |
| dc.type.driver | info:eu-repo/semantics/other | - |
| dc.type.full | 05 Altro::05.12 Altro | it |
| dc.type.miur | 298 | - |
| dc.ugov.descaux1 | 157477 | - |
| iris.orcid.lastModifiedDate | 2024/11/28 16:01:01 | * |
| iris.orcid.lastModifiedMillisecond | 1732806061627 | * |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 05.12 Altro | |
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