M
Matthew A. Kelly
Researcher at Penn State College of Information Sciences and Technology
Publications - 36
Citations - 257
Matthew A. Kelly is an academic researcher from Penn State College of Information Sciences and Technology. The author has contributed to research in topics: Cognition & Language model. The author has an hindex of 9, co-authored 33 publications receiving 202 citations. Previous affiliations of Matthew A. Kelly include Pennsylvania State University & Queen's University.
Papers
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Encoding structure in holographic reduced representations.
TL;DR: A novel analysis of the mathematics of VSAs and a novel technique for representing data in HRRs, where HRRs can successfully encode vectors of locally structured data if vectors are shuffled, are presented.
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Applying the permutation test to factorial designs
TL;DR: It is shown that orthogonal contrasts limit the computational load and, second, that when combined with Gill’s (2007) algorithm, the factorial permutation test is both practical and efficient.
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Randomization tests and the unequal-N/unequal-variance problem.
TL;DR: An algorithm is presented to circumvent the problem when the smaller group has the larger variance and it is shown, by simulation, that the algorithm brings the error rate back to the nominal value without sacrificing the ability to detect true effects.
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Dynamically structured holographic memory
TL;DR: It is argued that cognition needs to be understood at both the symbolic and sub-symbolic levels, and it is demonstrated that DSHM intrinsically operates at both of these levels of description.
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Metallographic techniques for evaluation of Thermal Barrier Coatings produced by Electron Beam Physical Vapor Deposition
TL;DR: In this article, a metallographic method for preparing samples and evaluating techniques to quantitatively measure structure of thermally barrier coatings (TBC) for turbine applications is proposed.