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MCS
2010
Springer
14 years 11 months ago
Choosing Parameters for Random Subspace Ensembles for fMRI Classification
Abstract. Functional magnetic resonance imaging (fMRI) is a noninvasive and powerful method for analysis of the operational mechanisms of the brain. fMRI classification poses a sev...
Ludmila I. Kuncheva, Catrin O. Plumpton
CEC
2010
IEEE
14 years 10 months ago
What is the relationship between behavioral robustness and distributed mechanisms of cognitive behavior?
There is a growing trend in the cognitive sciences to conceive of cognitive behavior as being distributed across brain, body and environment. However, the implications of such dist...
Jose A. Fernandez-Leon, Tom Froese
ICA
2010
Springer
14 years 10 months ago
Common SpatioTemporal Pattern Analysis
In this work we present a method for the estimation of a rank-one pattern living in two heterogeneous spaces, when observed through a mixture in multiple observation sets. Using a ...
Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco...
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ICANN
2010
Springer
14 years 10 months ago
Unsupervised Learning of Relations
Learning processes allow the central nervous system to learn relationships between stimuli. Even stimuli from different modalities can easily be associated, and these associations ...
Matthew Cook, Florian Jug, Christoph Krautz, Angel...
ASSETS
2010
ACM
14 years 9 months ago
Introducing multimodal paper-digital interfaces for speech-language therapy
After a stroke or brain injury, it may be more difficult to understand language and communicate with others. Speechlanguage therapy may help an individual regain language and cope...
Anne Marie Piper, Nadir Weibel, James D. Hollan