Mathematical Issues in the Inference of Causal Interactions among Multichannel Neural Signals
Joint Authors
Jung, Young-Jin
Kim, Kyung Hwan
Im, Chang-Hwan
Source
Journal of Applied Mathematics
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-12-11
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
Within the last few decades, attempts have been made to characterize the underlying mechanisms of brain activity by analyzing neural signals recorded, directly or indirectly, from the human brain.
Accordingly, inference of functional connectivity among neural signals has become an indispensable research tool in modern neuroscience studies aiming to explore how different brain areas are interacting with each other.
Indeed, remarkable advances in computational sciences and applied mathematics even allow the estimation of causal interactions among multichannel neural signals.
Here, we introduce the brief mathematical background of the use of causality inference in neuroscience and discuss the relevant mathematical issues, with the ultimate goal of providing applied mathematicians with the current state-of-the-art knowledge on this promising multidisciplinary topic.
American Psychological Association (APA)
Jung, Young-Jin& Kim, Kyung Hwan& Im, Chang-Hwan. 2011. Mathematical Issues in the Inference of Causal Interactions among Multichannel Neural Signals. Journal of Applied Mathematics،Vol. 2012, no. 2012, pp.1-14.
https://search.emarefa.net/detail/BIM-993282
Modern Language Association (MLA)
Jung, Young-Jin…[et al.]. Mathematical Issues in the Inference of Causal Interactions among Multichannel Neural Signals. Journal of Applied Mathematics No. 2012 (2012), pp.1-14.
https://search.emarefa.net/detail/BIM-993282
American Medical Association (AMA)
Jung, Young-Jin& Kim, Kyung Hwan& Im, Chang-Hwan. Mathematical Issues in the Inference of Causal Interactions among Multichannel Neural Signals. Journal of Applied Mathematics. 2011. Vol. 2012, no. 2012, pp.1-14.
https://search.emarefa.net/detail/BIM-993282
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-993282