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This view accords well with the empirical data and offers a unified explanation for the structural connections between an otherwise disjoint collection of sensory features.
We further present a theoretical model generalizing the Einstein Smoluchowski diffusion model which provides a unified explanation for the prevalence of Anomalous Diffusion statistics.
Recently, we formulated an inference scheme that attempts a unified explanation for the role of dopamine in choice (Friston et al. 2013).
The mitochondrial cascade hypothesis attempts a unified explanation for the clinical, biochemical, and histologic features of AD (Swerdlow and Khan 2004).
Currently, a unified explanation for the buildup of CVRF with the progression of type 1 diabetes is debatable as a pathological entity, regarding its prognostic importance.
DOI: http://dx.doi.org/10.7554/eLife.04811.009 Our unified explanation for the above four behavioral patterns suggests that they may all arise from the functional form of the mapping from the physiological to the motivational state.
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In sepsis, endothelial activation and dysfunction are critical determinants of the host response and, thus, represent a unifying explanation for the complex sepsis pathophysiology, as well as an attractive target for systemic therapy.
Our successful application of structure inference models to the new 'oddity detection' paradigm, and the resultant unified explanation of across and within modality cases provide further evidence to suggest that structure inference may be a commonly evolved principle for combining perceptual information in the brain.
Allowing for the important caveats of methodological variation and intrinsic biological heterogeneity, our findings suggest a potential unifying explanation for these apparent disparities in previous work: Huntington's disease modulates activity across a predominantly extrastriatal but distributed emotion processing network.
In separate publications, Eliasmith has argued that the framework introduced in Neural Engineering provides both a normative account of neural representation and a framework for unifying explanation in neuroscience (cf. Eliasmith 2009; Eliasmith 2009).
However, our need for the gigabytes to yield biological stories, unifying explanations of disease, and ways to meaningfully intervene clinically will be strong.
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