Sleep physiological dynamics simulation with fuzzy set

Authors:
Yu-Wen Chen;Hsing Mei
Affiliations:
Web Computing Lab., Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taiwan;Web Computing Lab., Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taiwan
Venue:
BI'12 Proceedings of the 2012 international conference on Brain Informatics
Year:
2012

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Fuzzy Sets, Fuzzy Logic, and Fuzzy Systems: Selected Papers by Lotfi A. Zadeh
On the development of a brain simulator

ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II

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Abstract

Neuroscientists have investigated into the functional-structural mechanisms of sleep for a long time. However, the sleep physiology is so complex that the relations to brain structure are still mostly unknown. In this paper, we integrate the brain sleep switch model with fuzzy methodology, more specifically, combining the the mutual inhibition system of the sleep switch with a rule-based fuzzy reasoning system. Based on the extension of sleep switch, a model for sleep physiological dynamics is proposed. In addition, we implement the sleep mechanisms and integrate them into an object-oriented brain simulator. With the brain simulator, we can demonstrate sleep dynamics of the brain network with 3D-rendering system is demonstrated. The sleep physiological dynamics in brain become more intuitive and easier to realize.