Validating Neuro-Computational Models of Neurological and Psychiatric Disorders
- ISBN-10
- 3319200372
- ISBN-13
- 9783319200378
- Category
- Medical
- Pages
- 315
- Language
- English
- Published
- 2015-10-30
- Publisher
- Springer
- Authors
- Basabdatta Sen Bhattacharya, Fahmida N. Chowdhury
Description
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.
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