Literature DB >> 15271492

Computational models of the basal ganglia: from robots to membranes.

Kevin Gurney1, Tony J Prescott, Jeffery R Wickens, Peter Redgrave.   

Abstract

With the rapid accumulation of neuroscientific data comes a pressing need to develop models that can explain the computational processes performed by the basal ganglia. Relevant biological information spans a range of structural levels, from the activity of neuronal membranes to the role of the basal ganglia in overt behavioural control. This viewpoint presents a framework for understanding the aims, limitations and methods for testing of computational models across all structural levels. We identify distinct modelling strategies that can deliver important and complementary insights into the nature of problems the basal ganglia have evolved to solve, and describe methods that are used to solve them.

Mesh:

Year:  2004        PMID: 15271492     DOI: 10.1016/j.tins.2004.06.003

Source DB:  PubMed          Journal:  Trends Neurosci        ISSN: 0166-2236            Impact factor:   13.837


  35 in total

1.  Cholinergic interneurons control the excitatory input to the striatum.

Authors:  Pavel Pakhotin; Enrico Bracci
Journal:  J Neurosci       Date:  2007-01-10       Impact factor: 6.167

2.  Neural networks for perceptual processing: from simulation tools to theories.

Authors:  Kevin Gurney
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-03-29       Impact factor: 6.237

Review 3.  How do the basal ganglia contribute to categorization? Their roles in generalization, response selection, and learning via feedback.

Authors:  Carol A Seger
Journal:  Neurosci Biobehav Rev       Date:  2007-08-12       Impact factor: 8.989

Review 4.  Introduction. Modelling natural action selection.

Authors:  Tony J Prescott; Joanna J Bryson; Anil K Seth
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-09-29       Impact factor: 6.237

5.  Striatal activity during intentional switching depends on pattern stability.

Authors:  Cinzia De Luca; Kelly J Jantzen; Silvia Comani; Maurizio Bertollo; J A Scott Kelso
Journal:  J Neurosci       Date:  2010-03-03       Impact factor: 6.167

6.  Feeling safe in the plane: neural mechanisms underlying superior action control in airplane pilot trainees--a combined EEG/MRS study.

Authors:  Ali Yildiz; Clara Quetscher; Shalmali Dharmadhikari; Witold Chmielewski; Benjamin Glaubitz; Tobias Schmidt-Wilcke; Richard Edden; Ulrike Dydak; Christian Beste
Journal:  Hum Brain Mapp       Date:  2014-04-18       Impact factor: 5.038

Review 7.  Neurocomputational models of basal ganglia function in learning, memory and choice.

Authors:  Michael X Cohen; Michael J Frank
Journal:  Behav Brain Res       Date:  2008-10-04       Impact factor: 3.332

8.  Striatum and pre-SMA facilitate decision-making under time pressure.

Authors:  Birte U Forstmann; Gilles Dutilh; Scott Brown; Jane Neumann; D Yves von Cramon; K Richard Ridderinkhof; Eric-Jan Wagenmakers
Journal:  Proc Natl Acad Sci U S A       Date:  2008-11-03       Impact factor: 11.205

9.  Decreased number of parvalbumin and cholinergic interneurons in the striatum of individuals with Tourette syndrome.

Authors:  Yuko Kataoka; Paul S A Kalanithi; Heidi Grantz; Michael L Schwartz; Clifford Saper; James F Leckman; Flora M Vaccarino
Journal:  J Comp Neurol       Date:  2010-02-01       Impact factor: 3.215

10.  Dissociable effects of dopamine on neuronal firing rate and synchrony in the dorsal striatum.

Authors:  John M Burkhardt; Xin Jin; Rui M Costa
Journal:  Front Integr Neurosci       Date:  2009-10-30
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