Functional magnetic resonance imaging multivoxel pattern analysis reveals neuronal substrates for collaboration and competition with myopic and predictive strategic reasoning

Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback

(2019) Hyun-Chul Kim et al.   NEUROIMAGE

Deep neural network predicts emotional responses of the human brain from functional magnetic resonance imaging

(2018) Hyun-Chul Kim et al.   NEUROIMAGE

What's in a pattern? Examining the type of signal multivariate analysis uncovers at the group level

(2017) Roee Gilron et al.   NEUROIMAGE

Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks

(2017) Hojin Jang et al.   NEUROIMAGE

Group-regularized individual prediction: theory and application to pain

(2017) Martin A. Lindquist et al.   NEUROIMAGE

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines

(2017) Gaël Varoquaux et al.   NEUROIMAGE

Social Cognition as Reinforcement Learning: Feedback Modulates Emotion Inference

(2016) Jamil Zaki et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Similar coding of freely chosen and externally cued intentions in a fronto-parietal network

(2016) David Wisniewski et al.   NEUROIMAGE

Meta-analysis of real-time fMRI neurofeedback studies using individual participant data: How is brain regulation mediated?

(2016) Kirsten Emmert et al.   NEUROIMAGE

Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia

(2016) Junghoe Kim et al.   NEUROIMAGE

Cortical networks involved in visual awareness independent of visual attention

(2016) Taylor W. Webb et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Multivariate cross-classification: applying machine learning techniques to characterize abstraction in neural representations

(2015) Jonas T. Kaplan et al.   Frontiers in Human Neuroscience

The Inclusion of Functional Connectivity Information into fMRI-based Neurofeedback Improves Its Efficacy in the Reduction of Cigarette Cravings

(2015) Dong-Youl Kim et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

With you or against you: Social orientation dependent learning signals guide actions made for others

(2015) George I. Christopoulos et al.   NEUROIMAGE

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

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

The Neural Dynamics of Face Detection in the Wild Revealed by MVPA

(2014) Maxime Cauchoix et al.   JOURNAL OF NEUROSCIENCE

What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis

(2014) Tyler Davis et al.   NEUROIMAGE

Brain systems underlying the affective and social monitoring of actions: An integrative review

(2014) Leonie Koban et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Empathy as a neuropsychological heuristic in social decision-making

(2014) Thomas Zoëga Ramsøy et al.   Social Neuroscience

Random effects structure for confirmatory hypothesis testing: Keep it maximal

(2013) Dale J. Barr et al.   JOURNAL OF MEMORY AND LANGUAGE

Imaging Social Motivation: Distinct Brain Mechanisms Drive Effort Production during Collaboration versus Competition

(2013) R. Le Bouc et al.   JOURNAL OF NEUROSCIENCE

Confounds in multivariate pattern analysis: Theory and rule representation case study

(2013) Michael T. Todd et al.   NEUROIMAGE

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

(2013) Carsten Allefeld et al.   NEUROIMAGE

Differential reward responses during competition against in- and out-of-network others

(2013) Dominic S. Fareri et al.   Social Cognitive and Affective Neuroscience

Primary sensory cortices contain distinguishable spatial patterns of activity for each sense

(2013) M. Liang et al.   Nature Communications

Multivoxel Pattern Analysis for fMRI Data: A Review

(2012) Abdelhak Mahmoudi et al.   Computational and Mathematical Methods in Medicine

Decoding abstract and concrete concept representations based on single-trial fMRI data

(2012) Jing Wang et al.   HUMAN BRAIN MAPPING

Social grasping: From mirroring to mentalizing

(2012) Cristina Becchio et al.   NEUROIMAGE

Multivariate pattern analysis of fMRI: The early beginnings

(2012) James V. Haxby   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

Real-time fMRI-based neurofeedback reinforces causality of attention networks

(2012) Jong-Hwan Lee et al.   NEUROSCIENCE RESEARCH

Working Together May Be Better: Activation of Reward Centers during a Cooperative Maze Task

(2012) Austen L. Krill et al.   PLoS One

Neuronal correlates of social cognition in borderline personality disorder

(2012) Daniela Mier et al.   Social Cognitive and Affective Neuroscience

Computational Phenotyping of Two-Person Interactions Reveals Differential Neural Response to Depth-of-Thought

(2012) Ting Xiang et al.   PLoS Computational Biology

Connectivity-based parcellation reveals interhemispheric differences in the insula

(2011) András Jakab et al.   BRAIN TOPOGRAPHY

Connectivity-Based Subdivisions of the Human Right "Temporoparietal Junction Area": Evidence for Different Areas Participating in Different Cortical Networks

(2011) R. B. Mars et al.   CEREBRAL CORTEX

The Neural and Cognitive Time Course of Theory of Mind

(2011) J. P. McCleery et al.   JOURNAL OF NEUROSCIENCE

Inhibit yourself and understand the other: Neural basis of distinct processes underlying Theory of Mind

(2011) Lisette van der Meer et al.   NEUROIMAGE

The mixed block/event-related design

(2011) Steven E. Petersen et al.   NEUROIMAGE

Under Pressure: Response Urgency Modulates Striatal and Insula Activity during Decision-Making under Risk

(2011) Catherine L. Jones et al.   PLoS One

Social and monetary reward learning engage overlapping neural substrates

(2011) Alice Lin et al.   Social Cognitive and Affective Neuroscience

Value Computations in Ventral Medial Prefrontal Cortex during Charitable Decision Making Incorporate Input from Regions Involved in Social Cognition

(2010) T. A. Hare et al.   JOURNAL OF NEUROSCIENCE

Multiscale Pattern Analysis of Orientation-Selective Activity in the Primary Visual Cortex

(2010) J. D. Swisher et al.   JOURNAL OF NEUROSCIENCE

Neural Mechanisms of Belief Inference during Cooperative Games

(2010) W. Yoshida et al.   JOURNAL OF NEUROSCIENCE

Contrasting dynamics of cold resistance traits in field-fresh Myrmica ants during the active season

(2010) Andrey Maysov et al.   JOURNAL OF THERMAL BIOLOGY

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

(2010) Masaya Misaki et al.   NEUROIMAGE

Promoting social behavior with oxytocin in high-functioning autism spectrum disorders

(2010) E. Andari et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Deciphering Cortical Number Coding from Human Brain Activity Patterns

(2009) Evelyn Eger et al.   CURRENT BIOLOGY

Repeated double cross validation

(2009) Peter Filzmoser et al.   JOURNAL OF CHEMOMETRICS

Spatial smoothing hurts localization but not information: Pitfalls for brain mappers

(2009) Yukiyasu Kamitani et al.   NEUROIMAGE

Neural correlates of depth of strategic reasoning in medial prefrontal cortex

(2009) G. Coricelli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Revealing representational content with pattern-information fMRI—an introductory guide

(2009) Marieke Mur et al.   Social Cognitive and Affective Neuroscience

Identifying natural images from human brain activity

(2008) Kendrick N. Kay et al.   NATURE

Comparison of blocked and event-related fMRI designs for pre-surgical language mapping

(2008) Yanmei Tie et al.   NEUROIMAGE

Blood oxygenation level-dependent contrast response functions identify mechanisms of covert attention in early visual areas

(2008) X. Li et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

fMRI and its interpretations: an illustration on directional selectivity in area V5/MT

(2008) Andreas Bartels et al.   TRENDS IN NEUROSCIENCES