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The design problem is thus formulated as a stochastic optimization problem, whose objective function includes an information cost term, leading to the identification of optimal parameter uncertainty levels one should end up with, as well as the corresponding amounts to be spent in R&D.
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Fractional Anisotropy (FA) maps were acquired from the DTI images from the software DTI Studio [ 27] and were then coregistered automatically to the MP-RAGE images using a mutual information cost function and a 12 parameter affine transformation.
The registration used a global affine (12 df) transformation, a mutual information cost function and sinc resampling.
Neo-institutional economics is credited with acknowledging the role of a "positive information cost" in the formation of economic organizations.
The MR T1-weighted image was registered to the time-weighted integral of the dynamic PET images following motion correction using the rigid registration function in SPM8 with a mutual information cost function.
Dynamic PET data were corrected for motion via frame-to-frame image registration and aligned with the structural T1 MRI image using SPM5 (Wellcome Trust Centre for Neuroimaging, http://www.fil.ion.ucl.ac.uk/spm) with a mutual information cost function.
Using the mean realigned image, all images were coregistered to a segmented high-resolution structural scan (voxel size, 1 × 1 × 1 mm) using a normalized mutual information cost function.
Images were co-registered to the T1-weighted image using the Functional Magnetic Resonance Imaging of the Brain (FMRIB Software Libraryy's (FSL) flirt tool and a normalised mutual information cost function [ 41].
The first b = 0 image to which all other diffusion volumes were registered was used as the source image with a normalized mutual information cost function to account for the differing image contrasts.
In addition, we introduce an algorithm for extracting the equilibrium as a function of the information cost, which is of great importance when the information is provided by a strategic information-provider.
See Laffont and Saint-Pierre ([1979]) for an exception with an information processing cost.
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