Validating Neuro-Computational Models of Neurological and Psychiatric Disorders

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Bhattacharya, Basabdatta Sen (Επιμελητής έκδοσης), Chowdhury, Fahmida N. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: Springer Series in Computational Neuroscience, 14
• Θέματα: Medicine.; Neurosciences.; Neurology.; Neural networks (Computer science).; Biomedicine.; Mathematical Models of Cognitive Processes and Neural Networks.

This book is a collection of articles by leading researchers working at the cutting edge of neuro-computational modelling of neurological and psychiatric disorders. Each article contains model validation techniques used in the context of the specific problem being studied. Validation is essential fo...

Πίνακας περιεχομένων:

• Introduction
• Discovery and validation of biomarkers based on computational models of normal and pathological hippocampal rhythms
• DCM, Conductance based models and Clinical applications
• Computational Models of Closed-loop Deep Brain Stimulation
• A multiscale 'working brain' model
• How to render Neural Fields more realistic
• Multilevel computational modeling in epilepsy: classical studies and recent advances
• Computational modeling of neuronal dysfunction at molecular level reveals the role of single neurons in circuit functions in cerebellum granule layer
• Modeling Cortical and Thalamocortical Synaptic Loss and Compensation Mechanisms in Alzheimer's disease
• Toward Networks from Spikes
• Epileptogenic networks: applying network analysis techniques to human seizure activity.