Validating Neuro-Computational Models of Neurological and Psychiatric Disorders
Fahmida N. Chowdhury (Hrsg.), Basabdatta Sen Bhattacharya (Hrsg.)
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Springer International Publishing
Naturwissenschaften, Medizin, Informatik, Technik / Nichtklinische Fächer
Beschreibung
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 for neuro-inspired computational models to become useful tools in the understanding and treatment of disease conditions. Currently, the immense diversity in neuro-computational modelling approaches for investigating brain diseases has created the need for a structured and coordinated approach to benchmark and standardise validation methods and techniques in this field of research. This book serves as a step towards a systematic approach to validation of neuro-computational models used for studying brain diseases and should be useful for all neuro-computational modellers.
Kundenbewertungen
model validation, brain circuits, neurological disorders, computational models, experimental data