Computational Neuroscience Models of the Basal Ganglia

V. Srinivasa Chakravarthy (Editor), Ahmed Abdelhaim Moustafa (Editor)

Research output: Book/ReportScholarly editionResearchpeer-review

Abstract

The book is a compendium of the aforementioned subclass of models of Basal Ganglia, which presents some the key existent theories of Basal Ganglia function. The book presents computational models of basal ganglia-related disorders, including Parkinson’s disease, schizophrenia, and addiction. Importantly, it highlights the applications of understanding the role of the basal ganglia to treat neurological and psychiatric disorders. The purpose of the present book is to amend and expand on James Houk’s book (MIT press; ASIN: B010BF4U9K) by providing a comprehensive overview on computational models of the basal ganglia. This book caters to researchers and academics from the area of computational cognitive neuroscience.

Exhaustively reviews the key recent research into the empirical and theoretical work on basal ganglia function

Presents neuroscience models of the basal ganglia in dopamine, deep brain stimulation, motor processes, and many other topics

Demonstrates the link between the computational models presented with the function of the basal ganglia
Original languageEnglish
PublisherSpringer
Number of pages296
ISBN (Electronic)978-981-10-8494-2
ISBN (Print)978-981-13-4168-7, 978-981-10-8493-5
DOIs
Publication statusPublished - 2018
Externally publishedYes

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  • A basal ganglia model of freezing of gait in parkinson’s disease

    Muralidharan, V., Balasubramani, P. P., Chakravarthy, V. S. & Moustafa, A. A., 22 Mar 2018, (E-pub ahead of print) Computational Neuroscience Models of the Basal Ganglia. Chakravarthy, V. S. & Moustafa, A. A. (eds.). Springer, p. 113-129 17 p. (Cognitive Science and Technology).

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  • Classical computational approaches to modeling the basal ganglia

    Moustafa, A. A. & Srinivasa Chakravarthy, V., 22 Mar 2018, (E-pub ahead of print) Computational Neuroscience Models of the Basal Ganglia. Chakravarthy, V. S. & Moustafa, A. A. (eds.). Springer, p. 41-58 18 p. (Cognitive Science and Technology).

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

  • Modeling serotonin’s contributions to basal ganglia dynamics

    Balasubramani, P. P., Srinivasa Chakravarthy, V., Ravindran, B. & Moustafa, A. A., 2018, Computational Neuroscience Models of the Basal Ganglia. Chakravarthy, V. S. & Moustafa, A. A. (eds.). Springer, p. 215-243 29 p. (Cognitive Science and Technology).

    Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

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