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Anticorrelations between Active Brain Regions: An Agent-Based Model Simulation Study
المؤلفون المشاركون
Colosimo, Alfredo
Parente, Fabrizio
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-03-19
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Anticorrelations among brain areas observed in fMRI acquisitions under resting state are not endowed with a well-defined set of characters.
Some evidence points to a possible physiological role for them, and simulation models showed that it is appropriate to explore such an issue.
A large-scale brain representation was considered, implementing an agent-based brain-inspired model (ABBM) incorporating the SER (susceptible-excited-refractory) cyclic mechanism of state change.
The experimental data used for validation included 30 selected functional images of healthy controls from the 1000 Functional Connectomes Classic collection.
To study how different fractions of positive and negative connectivities could modulate the model efficiency, the correlation coefficient was systematically used to check the goodness-of-fit of empirical data by simulations under different combinations of parameters.
The results show that a small fraction of positive connectivity is necessary to match at best the empirical data.
Similarly, a goodness-of-fit improvement was observed upon addition of negative links to an initial pattern of only-positive connections, indicating a significant information intrinsic to negative links.
As a general conclusion, anticorrelations showed that it is crucial to improve the performance of our simulation and, since these cannot be assimilated to noise, should be always considered in order to refine any brain functional model.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Parente, Fabrizio& Colosimo, Alfredo. 2018. Anticorrelations between Active Brain Regions: An Agent-Based Model Simulation Study. Neural Plasticity،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1210289
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Parente, Fabrizio& Colosimo, Alfredo. Anticorrelations between Active Brain Regions: An Agent-Based Model Simulation Study. Neural Plasticity No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1210289
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Parente, Fabrizio& Colosimo, Alfredo. Anticorrelations between Active Brain Regions: An Agent-Based Model Simulation Study. Neural Plasticity. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1210289
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1210289
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
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