Literature DB >> 18386983

Understanding Parkinsonian handwriting through a computational model of basal ganglia.

Garipelli Gangadhar1, Denny Joseph, V Srinivasa Chakravarthy.   

Abstract

Handwriting in Parkinson's disease (PD) is typically characterized by micrographia, jagged line contour, and unusual fluctuations in pen tip velocity. Although PD handwriting features have been used for diagnostics, they are not based on a signaling model of basal ganglia (BG). In this letter, we present a computational model of handwriting generation that highlights the role of BG. When PD conditions like reduced dopamine and altered dynamics of the subthalamic nucleus and globus pallidus externa subsystems are simulated, the handwriting produced by the model manifested characteristic PD handwriting distortions like micrographia and velocity fluctuations. Our approach to PD modeling is in tune with the perspective that PD is a dynamic disease.

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Mesh:

Year:  2008        PMID: 18386983     DOI: 10.1162/neco.2008.03-07-498

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  6 in total

1.  Neural correlates underlying micrographia in Parkinson's disease.

Authors:  Tao Wu; Jiarong Zhang; Mark Hallett; Tao Feng; Yanan Hou; Piu Chan
Journal:  Brain       Date:  2015-11-02       Impact factor: 13.501

2.  Behavioral variant frontotemporal dementia with corticobasal degeneration pathology: phenotypic comparison to bvFTD with Pick's disease.

Authors:  Katherine P Rankin; Mary Catherine Mayo; William W Seeley; Suzee Lee; Gil Rabinovici; Maria Luisa Gorno-Tempini; Adam L Boxer; Michael W Weiner; John Q Trojanowski; Stephen J DeArmond; Bruce L Miller
Journal:  J Mol Neurosci       Date:  2011-09-01       Impact factor: 3.444

3.  Computational model of precision grip in Parkinson's disease: a utility based approach.

Authors:  Ankur Gupta; Pragathi P Balasubramani; V Srinivasa Chakravarthy
Journal:  Front Comput Neurosci       Date:  2013-12-02       Impact factor: 2.380

4.  A Kinematic Study of Progressive Micrographia in Parkinson's Disease.

Authors:  Poonam Zham; Sanjay Raghav; Peter Kempster; Sridhar Poosapadi Arjunan; Kit Wong; Kanae J Nagao; Dinesh K Kumar
Journal:  Front Neurol       Date:  2019-04-24       Impact factor: 4.003

5.  Modeling the contributions of Basal ganglia and Hippocampus to spatial navigation using reinforcement learning.

Authors:  Deepika Sukumar; Maithreye Rengaswamy; V Srinivasa Chakravarthy
Journal:  PLoS One       Date:  2012-10-26       Impact factor: 3.240

Review 6.  Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models.

Authors:  Sebastien Helie; Srinivasa Chakravarthy; Ahmed A Moustafa
Journal:  Front Comput Neurosci       Date:  2013-12-06       Impact factor: 2.380

  6 in total

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