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abstract: A connectionist model consisting of thirty cortico-basal ganglionic loops was implemented. This model encodes temporal information into a spatial pattern of neuronal activations in the prefrontal cortex using neurophysiologically plausible activation functions and circuitry without learning. This neural architecture was used to model experiments with infants. Initial results suggest that the cortical basal ganglionic circuitry has an inherent ability to differentiate sequential information.
altloc:
- http://www.lucs.lu.se/ftp/pub/LUCS_Studies/LUCS101/Fukuda.pdf
chapter: ~
commentary: ~
commref: ~
confdates: 'August 4-5, 2003'
conference: 'Third International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems'
confloc: 'Boston, MA, USA'
contact_email: ~
creators_id: []
creators_name:
- family: Fukuda
given: Ryuta
honourific: ''
lineage: ''
- family: Spratling
given: Micheal
honourific: ''
lineage: ''
- family: Mareschal
given: Denis
honourific: ''
lineage: ''
- family: Johnson
given: Mark
honourific: ''
lineage: ''
date: 2003
date_type: published
datestamp: 2004-02-12
department: ~
dir: disk0/00/00/33/48
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editors_id: []
editors_name:
- family: Prince
given: Christopher G.
honourific: ''
lineage: ''
- family: Berthouze
given: Luc
honourific: ''
lineage: ''
- family: Kozima
given: Hideki
honourific: ''
lineage: ''
- family: Bullock
given: Daniel
honourific: ''
lineage: ''
- family: Stojanov
given: Georgi
honourific: ''
lineage: ''
- family: Balkenius
given: Christian
honourific: ''
lineage: ''
eprint_status: archive
eprintid: 3348
fileinfo: /style/images/fileicons/application_pdf.png;/3348/1/Fukuda.pdf
full_text_status: public
importid: ~
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isbn: ~
ispublished: pub
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item_issues_comment: []
item_issues_count: 0
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keywords: 'cortico basal-ganglionic loops, connectionist model, sequential information encoding'
lastmod: 2011-03-11 08:55:26
latitude: ~
longitude: ~
metadata_visibility: show
note: ~
number: ~
pagerange: 167-168
pubdom: TRUE
publication: ~
publisher: Lund University Cognitive Studies
refereed: TRUE
referencetext: ~
relation_type: []
relation_uri: []
reportno: ~
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:50:19
subjects:
- comp-neuro-sci
- comp-sci-mach-learn
- comp-sci-neural-nets
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: Modelling cortico basal-ganglionic loops and the development of sequential information encoding
type: confposter
userid: 3507
volume: 101