Titlebook: Computational Neuroscience Models of the Basal Ganglia; V. Srinivasa Chakravarthy,Ahmed A. Moustafa Book 2018 Springer Nature Singapore Pt

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Book 2018ction. 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 th

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Book 2018e 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.

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SSSs as progenitors of the BHCs,m n-arm bandit task also show that by decreasing the striatum (D1) to GPi weight in the spiking model, we can increase the exploration level in the system reflected as the decreased average reward obtained by the model. The n-arm bandit results were compared with the results from rate-coded and lumped softmax model.

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String Thermodynamics and Cosmologya few ideas on how to use the Go-Explore-NoGo approach to simulate behavioral performance in other basal ganglia-related functions (e.g., attention, working memory, episodic memory) and disorders (e.g., schizophrenia).

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,Go-Explore-NoGo (GEN) Paradigm in Decision Making—A Multimodel Approach,m n-arm bandit task also show that by decreasing the striatum (D1) to GPi weight in the spiking model, we can increase the exploration level in the system reflected as the decreased average reward obtained by the model. The n-arm bandit results were compared with the results from rate-coded and lumped softmax model.

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Warum superschwache Beziehungen?,ection models, Go/NoGo models, reinforcement learning (RL) models of the basal ganglia, and Actor–Critic models. Importantly, this chapter mainly provides an overview of main architectures used to simulate the BG structure and function. In addition, we discuss many other models, such as those of gait, reaching, and other in the following chapters.