Cogprints

Modelling cortico basal-ganglionic loops and the development of sequential information encoding

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]

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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.

Item Type:Conference Poster
Keywords:cortico basal-ganglionic loops, connectionist model, sequential information encoding
Subjects:Neuroscience > Computational Neuroscience
Computer Science > Machine Learning
Computer Science > Neural Nets
ID Code:3348
Deposited By:Prince, Dr Christopher G.
Deposited On:12 Feb 2004
Last Modified:11 Mar 2011 08:55

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