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abstract: |
This paper describes a new computational
model of phonological production, Holographic
Reduced Representations for Oscillator Recall, or HORROR. HORROR's
architecture accounts
for phonological speech error patterns by combining
the hierarchical oscillating context signal of the OSCAR serial-order
model~\cite{VousdenEtAl:2000,BrownEtAl:2000} with a holographic associative
memory~\cite{Plate:1995}.
The resulting model is novel in a number of
ways.
Most importantly, all of the noise needed to generate errors is intrinsic
to the system, instead of being generated by an external process. The
model features
fully-distributed hierarchical phoneme
representations and a single distributed associative memory.
Using
fewer parameters and a more parsimonious design than OSCAR, HORROR accounts
for error type proportions, the syllable-position constraint, and other
constraints seen in the human speech error data.
altloc: []
chapter: ~
commentary: ~
commref: ~
confdates: 'August, 2002'
conference: The 24th Annual Meeting of the Cognitive Science Society
confloc: 'George Mason University, Fairfax, VA'
contact_email: ~
creators_id: []
creators_name:
- family: Harris
given: Harlan
honourific: ''
lineage: ''
date: 2002
date_type: published
datestamp: 2002-06-26
department: ~
dir: disk0/00/00/22/95
edit_lock_since: ~
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edit_lock_user: ~
editors_id: []
editors_name:
- family: Gray
given: Wayne D.
honourific: ''
lineage: ''
- family: Schunn
given: Christian D.
honourific: ''
lineage: ''
eprint_status: archive
eprintid: 2295
fileinfo: /style/images/fileicons/application_pdf.png;/2295/3/horror.pdf
full_text_status: public
importid: ~
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isbn: ~
ispublished: inpress
issn: ~
item_issues_comment: []
item_issues_count: 0
item_issues_description: []
item_issues_id: []
item_issues_reported_by: []
item_issues_resolved_by: []
item_issues_status: []
item_issues_timestamp: []
item_issues_type: []
keywords: |-
phonological production
connectionist models
distributed representations
associative memory
OSCAR
HRR
lastmod: 2011-03-11 08:54:56
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: ~
pagerange: ~
pubdom: FALSE
publication: ~
publisher: Erlbaum
refereed: TRUE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:44:01
subjects:
- comp-sci-art-intel
- psy-ling
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: 'Holographic Reduced Representations for Oscillator Recall: A Model of Phonological Production'
type: confpaper
userid: 3218
volume: ~