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Resource allocation of the human brain : a competitive equilibrium approach


Please use this identifier to cite or link to this item: http://hdl.handle.net/1928/10289

Resource allocation of the human brain : a competitive equilibrium approach

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Title: Resource allocation of the human brain : a competitive equilibrium approach
Author: Franco, Alexandre Rosa, 1981-
Advisor(s): Heileman, Gregory, L.
Committee Member(s): Mayer, Andrew, R.
Calhoun, Vincent D.
Abdallah, Chaouki T.
Department: University of New Mexico. Dept. of Electrical and Computer Engineering
Subject: Brain
Competitive Equilibrium
Resource Allocation
LC Subject(s): Brain--Localization of functions.
Brain--Magnetic resonance imaging.
Degree Level: Doctoral
Abstract: A novel model to study the resource allocation of a functioning brain is proposed. The mechanism is based on the theory of competitive equilibrium (CE), where users (cortical areas of the brain) are competing for a finite resource such as oxygenated blood. Concepts of CE are mathematically adjusted to be used with functional magnetic resonance imaging (FMRI) data. The current study uses imaging data were subjects are requested to selectively attend and respond to either a visual or auditory metronome in the presence of asynchronous cross-modal distractors. Two studies with distinct patient populations (patients with schizophrenia patients with mild traumatic brain injuries) are used to asses the applicability of the proposed method. Comparisons to traditionally used methods to analyze simulated and real FMRI data are also provided. Results indicate that it is possible to mathematically formulate an underlying resource allocation mechanism of a human brain. Additionally, when comparing to traditional analysis methods, the proposed model increases the sensitivity of these data when examining different stimuli conditions and also increases the classification accuracy between the patient group versus normal controls.
Graduation Date: December 2009
URI: http://hdl.handle.net/1928/10289

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