PyMVPD: A Toolbox for Multivariate Pattern Dependence

Valid and powerful second-level group statistics for decoding accuracy: Information prevalence inference using the i-th order statistic (i-test)

(2021) Satoshi Hirose   NEUROIMAGE

MVPA-Light: A Classification and Regression Toolbox for Multi-Dimensional Data

(2020) Matthias S. Treder   Frontiers in Neuroscience

Intersubject MVPD: Empirical comparison of fMRI denoising methods for connectivity analysis

(2019) Yichen Li et al.   PLoS One

Cortical responses to dynamic emotional facial expressions generalize across stimuli, and are sensitive to task-relevance, in adults with and without Autism

(2018) Dorit Kliemann et al.   CORTEX

Beyond Functional Connectivity: Investigating Networks of Multivariate Representations

(2018) Stefano Anzellotti et al.   TRENDS IN COGNITIVE SCIENCES

Visual interpretability for deep learning: a survey

(2018) Quan-shi Zhang et al.   Frontiers of Information Technology & Electronic Engineering

fMRIPrep: a robust preprocessing pipeline for functional MRI

(2018) Oscar Esteban et al.   NATURE METHODS

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity

(2017) Rastko Ciric et al.   NEUROIMAGE

Multivariate pattern dependence

(2017) Stefano Anzellotti et al.   PLoS Computational Biology

Testing for Granger Causality in the Frequency Domain: A Phase Resampling Method

(2016) Siwei Liu et al.   MULTIVARIATE BEHAVIORAL RESEARCH

Functional connectivity and structural covariance between regions of interest can be measured more accurately using multivariate distance correlation

(2016) Linda Geerligs et al.   NEUROIMAGE

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

(2016) Carsten Allefeld 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

A studyforrest extension, retinotopic mapping and localization of higher visual areas

(2016) Ayan Sengupta et al.   Scientific Data

A studyforrest extension, simultaneous fMRI and eye gaze recordings during prolonged natural stimulation

(2016) Michael Hanke et al.   Scientific Data

GraphVar: A user-friendly toolbox for comprehensive graph analyses of functional brain connectivity

(2015) J.D. Kruschwitz et al.   JOURNAL OF NEUROSCIENCE METHODS

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

(2015) Martin N. Hebart et al.   Frontiers in Neuroinformatics

A Common Neural Code for Perceived and Inferred Emotion

(2014) A. E. Skerry et al.   JOURNAL OF NEUROSCIENCE

Informational connectivity: identifying synchronized discriminability of multi-voxel patterns across the brain

(2013) Marc N. Coutanche et al.   Frontiers in Human Neuroscience

Resting-state fMRI in the Human Connectome Project

(2013) Stephen M. Smith et al.   NEUROIMAGE

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

(2009) Michael Hanke et al.   NEUROINFORMATICS