Brains and algorithms partially converge in natural language processing

Anticipation of temporally structured events in the brain

(2021) Caroline S Lee et al.   eLife

Word meaning in minds and machines.

(2021) Brenden M. Lake et al.   PSYCHOLOGICAL REVIEW

The neural architecture of language: Integrative modeling converges on predictive processing

(2021) Martin Schrimpf et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Narratives for Neuroscience

(2020) Roel M. Willems et al.   TRENDS IN NEUROSCIENCES

Emergent linguistic structure in artificial neural networks trained by self-supervision

(2020) Christopher D. Manning et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

If deep learning is the answer, what is the question?

(2020) Andrew Saxe et al.   NATURE REVIEWS NEUROSCIENCE

Spatiotemporal dynamics of orthographic and lexical processing in the ventral visual pathway

(2020) Oscar Woolnough et al.   Nature Human Behaviour

A 204-subject multimodal neuroimaging dataset to study language processing

(2019) Jan-Mathijs Schoffelen et al.   Scientific Data

The neurobiology of language beyond single-word processing

(2019) Peter Hagoort   SCIENCE

Multiple Regions of a Cortical Network Commonly Encode the Meaning of Words in Multiple Grammatical Positions of Read Sentences

(2018) Andrew James Anderson et al.   CEREBRAL CORTEX

A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy

(2018) Alexander J.E. Kell et al.   NEURON

Recurrent computations for visual pattern completion

(2018) Hanlin Tang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Rapid Transformation from Auditory to Linguistic Representations of Continuous Speech

(2018) Christian Brodbeck et al.   CURRENT BIOLOGY

fMRIPrep: a robust preprocessing pipeline for functional MRI

(2018) Oscar Esteban et al.   NATURE METHODS

Predictive Processing: A Canonical Cortical Computation

(2018) Georg B. Keller et al.   NEURON

Seeing it all: Convolutional network layers map the function of the human visual system

(2017) Michael Eickenberg et al.   NEUROIMAGE

Building machines that learn and think like people

(2016) Brenden M. Lake et al.   BEHAVIORAL AND BRAIN SCIENCES

Natural speech reveals the semantic maps that tile human cerebral cortex

(2016) Alexander G. Huth et al.   NATURE

Using goal-driven deep learning models to understand sensory cortex

(2016) Daniel L K Yamins et al.   NATURE NEUROSCIENCE

Neural correlate of the construction of sentence meaning

(2016) Evelina Fedorenko et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

(2015) U. Guclu et al.   JOURNAL OF NEUROSCIENCE

Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing

(2015) Nikolaus Kriegeskorte   Annual Review of Vision Science

Sensory–motor transformations for speech occur bilaterally

(2014) Gregory B. Cogan et al.   NATURE

Performance-optimized hierarchical models predict neural responses in higher visual cortex

(2014) D. L. K. Yamins et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Characterizing the dynamics of mental representations: the temporal generalization method

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

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

(2014) Charles F. Cadieu et al.   PLoS Computational Biology

Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

(2014) Seyed-Mahdi Khaligh-Razavi et al.   PLoS Computational Biology

Machine learning for neuroimaging with scikit-learn

(2014) Alexandre Abraham et al.   Frontiers in Neuroinformatics

MNE software for processing MEG and EEG data

(2013) Alexandre Gramfort et al.   NEUROIMAGE

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Cortical representation of the constituent structure of sentences

(2011) C. Pallier et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The unique role of the visual word form area in reading

(2011) Stanislas Dehaene et al.   TRENDS IN COGNITIVE SCIENCES

The anatomy of language: a review of 100 fMRI studies published in 2009

(2010) Cathy J. Price   Annals of the New York Academy of Sciences

New Method for fMRI Investigations of Language: Defining ROIs Functionally in Individual Subjects

(2010) Evelina Fedorenko et al.   JOURNAL OF NEUROPHYSIOLOGY

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Automatic parcellation of human cortical gyri and sulci using standard anatomical nomenclature

(2010) Christophe Destrieux et al.   NEUROIMAGE

Predicting Human Brain Activity Associated with the Meanings of Nouns

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