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How Degrading Networks Can Increase Cognitive Functions

Authors :
Mark D. Humphries
Kevin Gurney
Christian Beste
Eleni Vasilaki
A. Tomkins
Source :
Artificial Neural Networks and Machine Learning – ICANN 2012 ISBN: 9783642332685, ICANN (1)
Publication Year :
2012
Publisher :
Springer Berlin Heidelberg, 2012.

Abstract

Huntington's is a genetic, progressive neuro-degenerative disease, causing massive network degradation effecting the medium spiny neurons of the striatum in the basal ganglia (a set of sub-cortical nuclei, believed to be critical for action selection). Despite substantial striatal cell atrophy, some cognitive functions have been shown to improve in manifest Huntington's disease patients over healthy and pre-symptomatic Huntington's disease patients. Using a detailed model of the striatal microcircuit, we show that combining current ideas about the underlying causes of the disease could lead to the counter-intuitive result of improved competitive network dynamics for signal selection.

Details

ISBN :
978-3-642-33268-5
ISBNs :
9783642332685
Database :
OpenAIRE
Journal :
Artificial Neural Networks and Machine Learning – ICANN 2012 ISBN: 9783642332685, ICANN (1)
Accession number :
edsair.doi...........aecff1d6e00e28c65c7502a5b2494a4b
Full Text :
https://doi.org/10.1007/978-3-642-33269-2_24