creators_name: Fukuda, Ryuta
creators_name: Spratling, Micheal
creators_name: Mareschal, Denis
creators_name: Johnson, Mark
editors_name: Prince, Christopher G.
editors_name: Berthouze, Luc
editors_name: Kozima, Hideki
editors_name: Bullock, Daniel
editors_name: Stojanov, Georgi
editors_name: Balkenius, Christian
type: confposter
datestamp: 2004-02-12
lastmod: 2011-03-11 08:55:26
metadata_visibility: show
title: Modelling cortico basal-ganglionic loops and the development of sequential information encoding
ispublished: pub
subjects: comp-neuro-sci
subjects: comp-sci-mach-learn
subjects: comp-sci-neural-nets
full_text_status: public
keywords: cortico basal-ganglionic loops, connectionist model, sequential information encoding
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.
date: 2003
date_type: published
volume: 101
publisher: Lund University Cognitive Studies
pagerange: 167-168
refereed: TRUE
citation:   Fukuda, Ryuta and Spratling, Micheal and Mareschal, Denis and Johnson, Mark  (2003) Modelling cortico basal-ganglionic loops and the development of sequential information encoding.  [Conference Poster]     
document_url: http://cogprints.org/3348/1/Fukuda.pdf