Validating Neuro-Computational Models of Neurological and Psychiatric Disorders
Author | : Basabdatta Sen Bhattacharya |
Publisher | : Springer |
Total Pages | : 329 |
Release | : 2015-10-30 |
Genre | : Medical |
ISBN | : 3319200372 |
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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.