The toolbox allows running fast whole-brain analyses, region-of-interest analyses and searchlight analyses, using machine learning classifiers, pattern correlation analysis, or representational similarity analysis. TDT is written in Matlab and equipped with an interface to the widely used brain data analysis package SPM. Here we introduce The Decoding Toolbox (TDT) which represents a user-friendly, powerful and flexible package for multivariate analysis of functional brain imaging data. The multivariate analysis of brain signals has recently sparked a great amount of interest, yet accessible and versatile tools to carry out decoding analyses are scarce. 5Fachgebiet Neurotechnologie, Technische Universität Berlin, Berlin, Germany.4Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Berlin, Germany.3Berlin Center for Advanced Neuroimaging, Charité Universitätsmedizin, Berlin, Germany.2Bernstein Center for Computational Neuroscience, Charité Universitätsmedizin, Berlin, Germany.1Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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