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Validating Neuro-Computational Models of Neurological and Psychiatric Disorders

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bhattacharya, Basabdatta Sen (Editor ), Chowdhury, Fahmida N. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Springer Series in Computational Neuroscience, 14
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.