Toward a universal decoder of linguistic meaning from brain activation

Predicting the brain activation pattern associated with the propositional content of a sentence: Modeling neural representations of events and states

(2017) Jing Wang et al.   HUMAN BRAIN MAPPING

Scanning the horizon: towards transparent and reproducible neuroimaging research

(2017) Russell A. Poldrack et al.   NATURE REVIEWS NEUROSCIENCE

A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data

(2016) Francisco Pereira et al.   COGNITIVE NEUROPSYCHOLOGY

Natural speech reveals the semantic maps that tile human cerebral cortex

(2016) Alexander G. Huth et al.   NATURE

The neural and computational bases of semantic cognition

(2016) Matthew A. Lambon Ralph et al.   NATURE REVIEWS NEUROSCIENCE

How concepts are encoded in the human brain: A modality independent, category-based cortical organization of semantic knowledge

(2016) Giacomo Handjaras et al.   NEUROIMAGE

Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations

(2014) Evan M. Gordon et al.   CEREBRAL CORTEX

Simultaneously Uncovering the Patterns of Brain Regions Involved in Different Story Reading Subprocesses

(2014) Leila Wehbe et al.   PLoS One

Using Wikipedia to learn semantic feature representations of concrete concepts in neuroimaging experiments

(2012) Francisco Pereira et al.   ARTIFICIAL INTELLIGENCE

Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies

(2011) Shinji Nishimoto et al.   CURRENT BIOLOGY

Generating Text from Functional Brain Images

(2011) Francisco Pereira et al.   Frontiers in Human Neuroscience

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

(2011) Jonathan D. Power et al.   NEUROIMAGE

Inferring Mental States from Neuroimaging Data: From Reverse Inference to Large-Scale Decoding

(2011) Russell A. Poldrack   NEURON

Functional Network Organization of the Human Brain

(2011) Jonathan D. Power et al.   NEURON

Functional specificity for high-level linguistic processing in the human brain

(2011) E. Fedorenko et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Coming of age: A review of embodiment and the neuroscience of semantics

(2010) Lotte Meteyard et al.   CORTEX

A Neurosemantic Theory of Concrete Noun Representation Based on the Underlying Brain Codes

(2010) Marcel Adam Just et al.   PLoS One

The multiple-demand (MD) system of the primate brain: mental programs for intelligent behaviour

(2010) John Duncan   TRENDS IN COGNITIVE SCIENCES

Where Is the Semantic System? A Critical Review and Meta-Analysis of 120 Functional Neuroimaging Studies

(2009) Jeffrey R. Binder et al.   CEREBRAL CORTEX

Bayesian Reconstruction of Natural Images from Human Brain Activity

(2009) Thomas Naselaris et al.   NEURON

The Brain's Default Network

(2008) Randy L. Buckner et al.   Annals of the New York Academy of Sciences

Identifying natural images from human brain activity

(2008) Kendrick N. Kay et al.   NATURE

Machine learning classifiers and fMRI: A tutorial overview

(2008) Francisco Pereira et al.   NEUROIMAGE

Visual Image Reconstruction from Human Brain Activity using a Combination of Multiscale Local Image Decoders

(2008) Yoichi Miyawaki et al.   NEURON

Predicting Human Brain Activity Associated with the Meanings of Nouns

(2008) T. M. Mitchell et al.   SCIENCE