From ERPs to MVPA Using the Amsterdam Decoding and Modeling Toolbox (ADAM)

Decoding Dynamic Brain Patterns from Evoked Responses: A Tutorial on Multivariate Pattern Analysis Applied to Time Series Neuroimaging Data

(2017) Tijl Grootswagers et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

A Commitment to Open Source in Neuroscience

(2017) Padraig Gleeson et al.   NEURON

Decoding the time-course of object recognition in the human brain: From visual features to categorical decisions

(2017) Erika W. Contini et al.   NEUROPSYCHOLOGIA

Perceptual integration without conscious access

(2017) Johannes J. Fahrenfort et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Discrete and continuous mechanisms of temporal selection in rapid visual streams

(2017) Sébastien Marti et al.   Nature Communications

Multivariate EEG analyses support high-resolution tracking of feature-based attentional selection

(2017) Johannes Jacobus Fahrenfort et al.   Scientific Reports

The topography of alpha-band activity tracks the content of spatial working memory

(2016) Joshua J. Foster et al.   JOURNAL OF NEUROPHYSIOLOGY

The Neural Dynamics of Attentional Selection in Natural Scenes

(2016) D. Kaiser et al.   JOURNAL OF NEUROSCIENCE

Valid population inference for information-based imaging: From the second-level t -test to prevalence inference

(2016) Carsten Allefeld et al.   NEUROIMAGE

Perceptual similarity of visual patterns predicts dynamic neural activation patterns measured with MEG

(2016) Susan G. Wardle et al.   NEUROIMAGE

CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave

(2016) Nikolaas N. Oosterhof et al.   Frontiers in Neuroinformatics

Why Does Rebalancing Class-Unbalanced Data Improve AUC for Linear Discriminant Analysis?

(2015) Jing-Hao Xue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Top-down modulation in human visual cortex predicts the stability of a perceptual illusion

(2015) Niels A. Kloosterman et al.   JOURNAL OF NEUROPHYSIOLOGY

Dissociating sensory from decision processes in human perceptual decision making

(2015) Pim Mostert et al.   Scientific Reports

A multi-subject, multi-modal human neuroimaging dataset

(2015) Daniel G Wakeman et al.   Scientific Data

Resolving human object recognition in space and time

(2014) Radoslaw Martin Cichy et al.   NATURE NEUROSCIENCE

Characterizing the dynamics of mental representations: the temporal generalization method

(2014) J-R. King et al.   TRENDS IN COGNITIVE SCIENCES

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

(2013) Stefan Haufe et al.   NEUROIMAGE

MNE software for processing MEG and EEG data

(2013) Alexandre Gramfort et al.   NEUROIMAGE

The neural decoding toolbox

(2013) Ethan M. Meyers   Frontiers in Neuroinformatics

Good practice for conducting and reporting MEG research

(2012) Joachim Gross et al.   NEUROIMAGE

Neuronal integration in visual cortex elevates face category tuning to conscious face perception

(2012) J. J. Fahrenfort et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Erroneous analyses of interactions in neuroscience: a problem of significance

(2011) Sander Nieuwenhuis et al.   NATURE NEUROSCIENCE

Single-trial analysis and classification of ERP components — A tutorial

(2010) Benjamin Blankertz et al.   NEUROIMAGE

FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data

(2010) Robert Oostenveld et al.   Computational Intelligence and Neuroscience

Decoding and Reconstructing Color from Responses in Human Visual Cortex

(2009) G. J. Brouwer et al.   JOURNAL OF NEUROSCIENCE

Circular analysis in systems neuroscience: the dangers of double dipping

(2009) Nikolaus Kriegeskorte et al.   NATURE NEUROSCIENCE

Neural correlates of interspecies perspective taking in the post-mortem Atlantic Salmon: an argument for multiple comparisons correction

(2009) CM Bennett et al.   NEUROIMAGE

PyMVPA: a unifying approach to the analysis of neuroscientific data

(2009) Michael Hanke   Frontiers in Neuroinformatics

Matching Categorical Object Representations in Inferior Temporal Cortex of Man and Monkey

(2008) Nikolaus Kriegeskorte et al.   NEURON