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Validating Neuro-Computational Models of Neurological and Psychiatric Disorders

  • Basabdatta Sen Bhattacharya
  • Fahmida N. Chowdhury

Part of the Springer Series in Computational Neuroscience book series (NEUROSCI, volume 14)

Table of contents

  1. Front Matter
    Pages i-xviii
  2. Rosalyn Moran
    Pages 1-14
  3. A. C. Marreiros, D. A Pinotsis, P. Brown, K. J. Friston
    Pages 43-70
  4. P. A. Robinson, S. Postnova, R. G. Abeysuriya, J. W. Kim, J. A. Roberts, L. McKenzie-Sell et al.
    Pages 107-140
  5. Axel Hutt, Meysam Hashemi, Peter beim Graben
    Pages 141-159
  6. Mark Hereld, Jyothsna Suresh, Mihailo Radojicic, Lorenzo L. Pesce, Janice Wang, Jeremy Marks et al.
    Pages 277-292
  7. Sofija V. Canavan, Tahra L. Eissa, Catherine Schevon, Guy M. McKhan II, Robert R Goodman, Ronald G. Emerson et al.
    Pages 293-312
  8. Back Matter
    Pages 313-315

About this book

Introduction

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.

Keywords

brain circuits computational models experimental data model validation neurological disorders

Editors and affiliations

  • Basabdatta Sen Bhattacharya
    • 1
  • Fahmida N. Chowdhury
    • 2
  1. 1.School of EngineeringUniversity of LincolnLincolnUnited Kingdom
  2. 2.Office of Multidisciplinary ActivitiesNational Science FoundationArlingtonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-20037-8
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-3-319-20036-1
  • Online ISBN 978-3-319-20037-8
  • Series Print ISSN 2197-1900
  • Series Online ISSN 2197-1919
  • Buy this book on publisher's site