Academic Journal
Ten simple rules for dynamic causal modeling
| العنوان: | Ten simple rules for dynamic causal modeling |
|---|---|
| المؤلفون: | Stephan, K E, Penny, W D, Moran, R J, den Ouden, H E M, Daunizeau, J, Friston, K J |
| المصدر: | Stephan, K E; Penny, W D; Moran, R J; den Ouden, H E M; Daunizeau, J; Friston, K J (2010). Ten simple rules for dynamic causal modeling. NeuroImage, 49(4):3099-3109. |
| بيانات النشر: | Elsevier |
| سنة النشر: | 2010 |
| المجموعة: | University of Zurich (UZH): ZORA (Zurich Open Repository and Archive |
| مصطلحات موضوعية: | Department of Economics, SystemsX.ch, Neurochoice, Foundations of Human Social Behavior: Altruism and Egoism, 570 Life sciences, biology, 170 Ethics, 330 Economics |
| الوصف: | Dynamic causal modeling (DCM) is a generic Bayesian framework for inferring hidden neuronal states from measurements of brain activity. It provides posterior estimates of neurobiologically interpretable quantities such as the effective strength of synaptic connections among neuronal populations and their context-dependent modulation. DCM is increasingly used in the analysis of a wide range of neuroimaging and electrophysiological data. Given the relative complexity of DCM, compared to conventional analysis techniques, a good knowledge of its theoretical foundations is needed to avoid pitfalls in its application and interpretation of results. By providing good practice recommendations for DCM, in the form of ten simple rules, we hope that this article serves as a helpful tutorial for the growing community of DCM users. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 1053-8119 |
| Relation: | https://www.zora.uzh.ch/id/eprint/25670/8/Stephan_Neuroimage_2010V.pdf; info:pmid/19914382; urn:issn:1053-8119 |
| DOI: | 10.1016/j.neuroimage.2009.11.015 |
| الاتاحة: | https://www.zora.uzh.ch/id/eprint/25670/ https://www.zora.uzh.ch/id/eprint/25670/8/Stephan_Neuroimage_2010V.pdf https://doi.org/10.1016/j.neuroimage.2009.11.015 |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.E251679F |
| قاعدة البيانات: | BASE |
| تدمد: | 10538119 |
|---|---|
| DOI: | 10.1016/j.neuroimage.2009.11.015 |