Related references
Note: Only part of the references are listed.The Decision Decoding ToolBOX (DDTBOX) - A Multivariate Pattern Analysis Toolbox for Event-Related Potentials
Stefan Bode et al.
NEUROINFORMATICS (2019)
From ERPs to MVPA Using the Amsterdam Decoding and Modeling Toolbox (ADAM)
Johannes J. Fahrenfort et al.
FRONTIERS IN NEUROSCIENCE (2018)
Multivariate pattern analysis of MEG and EEG: A comparison of representational structure in time and space
Radoslaw Martin Cichy et al.
NEUROIMAGE (2017)
Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines
Gael Varoquaux et al.
NEUROIMAGE (2017)
Performance of Firth-and log F-type penalized methods in risk prediction for small or sparse binary data
M. Shafiqur Rahman et al.
BMC MEDICAL RESEARCH METHODOLOGY (2017)
The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis
Matthias S. Treder et al.
NEUROIMAGE (2016)
CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave
Nikolaas N. Oosterhof et al.
FRONTIERS IN NEUROINFORMATICS (2016)
The Berlin Brain-Computer Interface: Progress Beyond Communication and Control
Benjamin Blankertz et al.
FRONTIERS IN NEUROSCIENCE (2016)
Can visual information encoded in cortical columns be decoded from magnetoencephalography data in humans?
Radoslaw Martin Cichy et al.
NEUROIMAGE (2015)
The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data
Martin N. Hebart et al.
FRONTIERS IN NEUROINFORMATICS (2015)
A multi-subject, multi-modal human neuroimaging dataset
Daniel G. Wakeman et al.
SCIENTIFIC DATA (2015)
Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification
M. S. Treder et al.
JOURNAL OF NEURAL ENGINEERING (2014)
Joint decorrelation, a versatile tool for multichannel data analysis
Alain de Cheveigne et al.
NEUROIMAGE (2014)
characterizing the dynamics of mental representations: the temporal] generalization method
J-R. King et al.
TRENDS IN COGNITIVE SCIENCES (2014)
BCILAB: a platform for brain-computer interface development
Christian Andreas Kothe et al.
JOURNAL OF NEURAL ENGINEERING (2013)
Classification of covariance matrices using a Riemannian-based kernel for BCI applications
Alexandre Barachant et al.
NEUROCOMPUTING (2013)
PRoNTo: Pattern Recognition for Neuroimaging Toolbox
J. Schrouff et al.
NEUROINFORMATICS (2013)
Multivariate pattern analysis of fMRI: The early beginnings
James V. Haxby
NEUROIMAGE (2012)
Single-trial analysis and classification of ERP components - A tutorial
Benjamin Blankertz et al.
NEUROIMAGE (2011)
Introduction to machine learning for brain imaging
Steven Lemm et al.
NEUROIMAGE (2011)
LIBSVM: A Library for Support Vector Machines
Chih-Chung Chang et al.
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2011)
FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data
Robert Oostenveld et al.
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2011)
Comparison of multivariate classifiers and response normalizations for pattern-information fMRI
Masaya Misaki et al.
NEUROIMAGE (2010)
A systematic analysis of performance measures for classification tasks
Marina Sokolova et al.
INFORMATION PROCESSING & MANAGEMENT (2009)
Machine learning classifiers and fMRI: A tutorial overview
Francisco Pereira et al.
NEUROIMAGE (2009)
Revealing representational content with pattern-information fMRIan introductory guide
Marieke Mur et al.
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE (2009)
Optimizing spatial filters for robust EEG single-trial analysis
Benjamin Blankertz et al.
IEEE SIGNAL PROCESSING MAGAZINE (2008)
Building Predictive Models in R Using the caret Package
Max Kuhn
JOURNAL OF STATISTICAL SOFTWARE (2008)
Modeling group fMRI data
Jeanette A. Mumford et al.
SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE (2007)
Nonparametric statistical testing of EEG- and MEG-data
Eric Maris et al.
JOURNAL OF NEUROSCIENCE METHODS (2007)
Information-based functional brain mapping
N Kriegeskorte et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2006)
Beyond mind-reading: multi-voxel pattern analysis of fMRI data
Kenneth A. Norman et al.
TRENDS IN COGNITIVE SCIENCES (2006)
Honey, I shrunk the sample covariance matrix - Problems in mean-variance optimization.
O Ledoit et al.
JOURNAL OF PORTFOLIO MANAGEMENT (2004)
Distributed and overlapping representations of faces and objects in ventral temporal cortex
JV Haxby et al.
SCIENCE (2001)