Computational Neuroscience Models of the Basal Ganglia

• Κύριοι συγγραφείς: Chakravarthy, V. Srinivasa (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Moustafa, Ahmed A. (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Cognitive Science and Technology,
• Θέματα: Biomedical engineering.; Neurosciences.; Neurology .; Biomedical Engineering and Bioengineering.; Neurology.

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. Im...

Πίνακας περιεχομένων:

• Part 1: Modeling Basal Ganglia
• Introduction
• Basal Ganglia neurobiology
• Functions of Basal Ganglia
• Computational approaches to Basal Ganglia
• Principles of Reinforcement Learning
• The Basal ganglia as an Exploration Engine
• Spiking neuron and biophysical network models of BG with GEN dynamics
• Part 2: Modeling the Functions of Basal Ganglia
• A model of the role of basal ganglia in reaching movements
• A model of the role of basal ganglia in precision grip performance
• A model of the role of basal ganglia in spatial navigation
• A model of the role of basal ganglia in saccade generation
• A model of the role of basal ganglia in gait control
• A model of the role of basal ganglia in working memory
• A model of the role of basal ganglia in action selection
• Part 3: Modeling the action of Neuromodulators in Basal Ganglia
• A model of interaction between dopamine and serotonin in risk-based decision making
• Modeling the joint roles of dopamine and acetylcholine in the striatum
• Modeling the role of norepinephrine in exploratory behaviour
• Part 4: Applications
• Modeling the effects of Deep Brain Stimulation Parkinsonian motor and cognitive symptoms
• Modeling the effects of L-Dopa and dopamine agonists on Parkinsonian motor symptoms
• Modeling the role of the basal ganglia in schizophrenia
• Modeling the role of the basal ganglia in addiction.