Computational Neuroscience Models of the Basal Ganglia, 1st ed. 2018 Cognitive Science and Technology Series
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.
Dr. Ahmed Moustafa is a Senior Lecturer in Cognitive and Behavioural Neuroscience at Marcs Institute for Brain, Behaviour, and Development & School of Social Sciences and Psychology, Western Sydney University. Ahmed Moustafa is trained in computer science, psychology, neuroscience, and cognitive science. His early training took place at Cairo University in mathematics and computer science. Before joining Western Sydney University as a lab director, Ahmed spent 11 years in America studying psychology and neuroscience. Ahmed conducts research on computational and neuropsychological studies of addiction, schizophrenia, Parkinson’s disease, PTSD, and depression. He has published over 130 papers in high-ranking journals including Science, PNAS, Journal of Neuroscience, Brain, Neuroscience and Biobehavioral Reviews, Nature (Parkinson’s disease), Neuron, among others. His recent book, Computational models of brain and behavior, provides a comprehensive overview of recent advances in the field of computational 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
Date de parution : 12-2018
Ouvrage de 296 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 158,24 €
Ajouter au panierDate de parution : 04-2018
Ouvrage de 296 p.
15.5x23.5 cm