The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data

Parietal and early visual cortices encode working memory content across mental transformations

(2015) Thomas B. Christophel et al.   NEUROIMAGE

Non-holistic coding of objects in lateral occipital complex with and without attention

(2015) Matthias Guggenmos et al.   NEUROIMAGE

The Relationship between Perceptual Decision Variables and Confidence in the Human Brain

(2014) Martin N. Hebart et al.   CEREBRAL CORTEX

The Faces in Radiological Images: Fusiform Face Area Supports Radiological Expertise

(2014) Merim Bilalić et al.   CEREBRAL CORTEX

Decoding pattern motion information in V1

(2014) Bianca M. van Kemenade et al.   CORTEX

Investigating category- and shape-selective neural processing in ventral and dorsal visual stream under interocular suppression

(2014) Karin Ludwig et al.   HUMAN BRAIN MAPPING

Representation of Spatial Information in Key Areas of the Descending Pain Modulatory System

(2014) C. Ritter et al.   JOURNAL OF NEUROSCIENCE

Decoding complex flow-field patterns in visual working memory

(2014) Thomas B. Christophel et al.   NEUROIMAGE

MANIA—A Pattern Classification Toolbox for Neuroimaging Data

(2014) Dominik Grotegerd et al.   NEUROINFORMATICS

A Toolbox for Representational Similarity Analysis

(2014) Hamed Nili et al.   PLoS Computational Biology

Biased binomial assessment of cross-validated estimation of classification accuracies illustrated in diagnosis predictions

(2014) Quentin Noirhomme et al.   NeuroImage-Clinical

Searchlight analysis: Promise, pitfalls, and potential

(2013) Joset A. Etzel et al.   NEUROIMAGE

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Tactile and visual motion direction processing in hMT+/V5

(2013) Bianca M. van Kemenade et al.   NEUROIMAGE

Searchlight-based multi-voxel pattern analysis of fMRI by cross-validated MANOVA

(2013) Carsten Allefeld et al.   NEUROIMAGE

PRoNTo: Pattern Recognition for Neuroimaging Toolbox

(2013) J. Schrouff et al.   NEUROINFORMATICS

The Statistical Analysis of Multi-Voxel Patterns in Functional Imaging

(2013) Kai Schreiber et al.   PLoS One

Neural Decoding of Visual Imagery During Sleep

(2013) T. Horikawa et al.   SCIENCE

The consequences of subtracting the mean pattern in fMRI multivariate correlation analyses

(2013) Lúcia Garrido et al.   Frontiers in Neuroscience

Distributed Representations of Rule Identity and Rule Order in Human Frontal Cortex and Striatum

(2012) C. Reverberi et al.   JOURNAL OF NEUROSCIENCE

Decoding the Contents of Visual Short-Term Memory from Human Visual and Parietal Cortex

(2012) T. B. Christophel et al.   JOURNAL OF NEUROSCIENCE

Human visual and parietal cortex encode visual choices independent of motor plans

(2012) Martin N. Hebart et al.   NEUROIMAGE

Statistical inference and multiple testing correction in classification-based multi-voxel pattern analysis (MVPA): Random permutations and cluster size control

(2012) Johannes Stelzer et al.   NEUROIMAGE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Differential BOLD Activity Associated with Subjective and Objective Reports during "Blindsight" in Normal Observers

(2011) G. Hesselmann et al.   JOURNAL OF NEUROSCIENCE

Pattern-information analysis: From stimulus decoding to computational-model testing

(2011) Nikolaus Kriegeskorte   NEUROIMAGE

Deconvolving BOLD activation in event-related designs for multivoxel pattern classification analyses

(2011) Jeanette A. Mumford et al.   NEUROIMAGE

A Common, High-Dimensional Model of the Representational Space in Human Ventral Temporal Cortex

(2011) James V. Haxby et al.   NEURON

MRI Pattern Recognition in Multiple Sclerosis Normal-Appearing Brain Areas

(2011) Martin Weygandt et al.   PLoS One

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

Unraveling the distributed neural code of facial identity through spatiotemporal pattern analysis

(2011) A. Nestor et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Comparison of multivariate classifiers and response normalizations for pattern-information fMRI

(2010) Masaya Misaki et al.   NEUROIMAGE

Encoding and decoding in fMRI

(2010) Thomas Naselaris et al.   NEUROIMAGE

Introduction to machine learning for brain imaging

(2010) Steven Lemm et al.   NEUROIMAGE

An introduction to anatomical ROI-based fMRI classification analysis

(2009) Joset A. Etzel et al.   BRAIN RESEARCH

The Coding of Color, Motion, and Their Conjunction in the Human Visual Cortex

(2009) Kiley Seymour et al.   CURRENT BIOLOGY

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

PyMVPA: a Python Toolbox for Multivariate Pattern Analysis of fMRI Data

(2009) Michael Hanke et al.   NEUROINFORMATICS

PyMVPA: a unifying approach to the analysis of neuroscientific data

(2009) Michael Hanke   Frontiers in Neuroinformatics

Multivariate analysis of fMRI time series: classification and regression of brain responses using machine learning

(2008) Elia Formisano et al.   MAGNETIC RESONANCE IMAGING

Comparison of pattern recognition methods in classifying high-resolution BOLD signals obtained at high magnetic field in monkeys

(2008) Shih-pi Ku et al.   MAGNETIC RESONANCE IMAGING

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino et al.   NEUROIMAGE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE