Beyond mind-reading: multi-voxel pattern analysis of fMRI data

A key challenge for cognitive neuroscience is determining how mental representations map onto patterns of neural activity. Recently, researchers have started to address this question by applying sophisticated pattern-classification algorithms to distributed (multi-voxel) patterns of functional MRI d...

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Vydané v:	Trends in cognitive sciences Ročník 10; číslo 9; s. 424 - 430
Hlavní autori:	Norman, Kenneth A., Polyn, Sean M., Detre, Greg J., Haxby, James V.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	London Elsevier Ltd 01.09.2006 Elsevier
Predmet:	Algorithms Artificial Intelligence Biological and medical sciences Brain - physiology Cognition - physiology Discrimination Learning - physiology Electroencephalography Fundamental and applied biological sciences. Psychology Humans Image Processing, Computer-Assisted Language Magnetic Resonance Imaging Memory - physiology Mental Processes - physiology Multivariate Analysis Orientation - physiology Pattern Recognition, Automated Pattern Recognition, Visual - physiology Production and perception of written language Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Signal Processing, Computer-Assisted Visual Perception - physiology Human Data analysis Language Methodology Mental representation Cognition Nuclear magnetic resonance imaging Functional imaging
ISSN:	1364-6613, 1879-307X
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