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A Connectionist Model of Reading for Italian

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Published

Standard

A Connectionist Model of Reading for Italian. / Pagliuca, Giovanni; Monaghan, Padraic.
Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008. ed. / J Mayor; N Ruh; K Plunkett. Singapore: WORLD SCIENTIFIC PUBL CO PTE LTD, 2009. p. 301-311.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Harvard

Pagliuca, G & Monaghan, P 2009, A Connectionist Model of Reading for Italian. in J Mayor, N Ruh & K Plunkett (eds), Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008. WORLD SCIENTIFIC PUBL CO PTE LTD, Singapore, pp. 301-311, 11th Neural Computational and Psychology Workshop, Oxford, United Kingdom, 16/07/08. https://doi.org/10.1142/9789812834232_0025

APA

Pagliuca, G., & Monaghan, P. (2009). A Connectionist Model of Reading for Italian. In J. Mayor, N. Ruh, & K. Plunkett (Eds.), Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008 (pp. 301-311). WORLD SCIENTIFIC PUBL CO PTE LTD. https://doi.org/10.1142/9789812834232_0025

Vancouver

Pagliuca G, Monaghan P. A Connectionist Model of Reading for Italian. In Mayor J, Ruh N, Plunkett K, editors, Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008. Singapore: WORLD SCIENTIFIC PUBL CO PTE LTD. 2009. p. 301-311 doi: 10.1142/9789812834232_0025

Author

Pagliuca, Giovanni ; Monaghan, Padraic. / A Connectionist Model of Reading for Italian. Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008. editor / J Mayor ; N Ruh ; K Plunkett. Singapore : WORLD SCIENTIFIC PUBL CO PTE LTD, 2009. pp. 301-311

Bibtex

@inproceedings{0013758a42254b1e8be93a56a1481247,
title = "A Connectionist Model of Reading for Italian",
abstract = "Classic connectionist models of reading have traditionally focused on English, a language with a quasi-regular (deep) relationship between orthography and phonology, and very little work has been carried out on more transparent (shallow) orthographies. This paper introduces a parallel distributed processing (PDP) model of reading for Italian. The model is successful in simulating a variety of behavioral effects such as the neighborhood effect and the morphological effect in nonword reading, previously accounted for by dual route architectures, and provides clear evidence that different grain sizes in the orthography to phonology mapping can be discovered even in a model trained with almost perfectly shallow stimuli.",
author = "Giovanni Pagliuca and Padraic Monaghan",
year = "2009",
doi = "10.1142/9789812834232_0025",
language = "English",
isbn = "9789812834225",
pages = "301--311",
editor = "J Mayor and N Ruh and K Plunkett",
booktitle = "Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008",
publisher = "WORLD SCIENTIFIC PUBL CO PTE LTD",
note = "11th Neural Computational and Psychology Workshop ; Conference date: 16-07-2008 Through 18-07-2008",

}

RIS

TY - GEN

T1 - A Connectionist Model of Reading for Italian

AU - Pagliuca, Giovanni

AU - Monaghan, Padraic

PY - 2009

Y1 - 2009

N2 - Classic connectionist models of reading have traditionally focused on English, a language with a quasi-regular (deep) relationship between orthography and phonology, and very little work has been carried out on more transparent (shallow) orthographies. This paper introduces a parallel distributed processing (PDP) model of reading for Italian. The model is successful in simulating a variety of behavioral effects such as the neighborhood effect and the morphological effect in nonword reading, previously accounted for by dual route architectures, and provides clear evidence that different grain sizes in the orthography to phonology mapping can be discovered even in a model trained with almost perfectly shallow stimuli.

AB - Classic connectionist models of reading have traditionally focused on English, a language with a quasi-regular (deep) relationship between orthography and phonology, and very little work has been carried out on more transparent (shallow) orthographies. This paper introduces a parallel distributed processing (PDP) model of reading for Italian. The model is successful in simulating a variety of behavioral effects such as the neighborhood effect and the morphological effect in nonword reading, previously accounted for by dual route architectures, and provides clear evidence that different grain sizes in the orthography to phonology mapping can be discovered even in a model trained with almost perfectly shallow stimuli.

U2 - 10.1142/9789812834232_0025

DO - 10.1142/9789812834232_0025

M3 - Conference contribution/Paper

SN - 9789812834225

SN - 9812834222

SP - 301

EP - 311

BT - Connectionist models of behaviour and cognition II : proceedings of the 11th Neural Computation and Psychology Workshop, University of Oxford, UK, 16-18 July 2008

A2 - Mayor, J

A2 - Ruh, N

A2 - Plunkett, K

PB - WORLD SCIENTIFIC PUBL CO PTE LTD

CY - Singapore

T2 - 11th Neural Computational and Psychology Workshop

Y2 - 16 July 2008 through 18 July 2008

ER -