Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI)

• Published in: Foundations of Augmented Cognition pp. 709 - 716
• Main Authors: Phillips, Henry L., Walker, Peter B., Kennedy, Carrie H., Carmichael, Owen, Davidson, Ian N.
• Format: Book Chapter
• Language: English
• Published: Berlin, Heidelberg Springer Berlin Heidelberg 2013
• Series: Lecture Notes in Computer Science
• Subjects: augmented cognition; fMRI; functional connectivity

Innovations in neuro-technology have created a potential gap in our ability to measure human performance and decision making in dynamic environments. Therefore, a need exists to create more reliable testing methodologies and data analytic solutions. The primary aim of this paper is to describe work...