Semantic reconstruction of continuous language from non-invasive brain recordings

Attention modulates neural representation to render reconstructions according to subjective appearance

(2022) Tomoyasu Horikawa et al.   Communications Biology

Brains and algorithms partially converge in natural language processing

(2022) Charlotte Caucheteux et al.   Communications Biology

High-performance brain-to-text communication via handwriting

(2021) Francis R. Willett et al.   NATURE

Recommendations for Responsible Development and Application of Neurotechnologies

(2021) Sara Goering et al.   Neuroethics

Attentional Modulation of Hierarchical Speech Representations in a Multitalker Environment

(2021) Ibrahim Kiremitçi et al.   CEREBRAL CORTEX

Neuroprosthesis for Decoding Speech in a Paralyzed Person with Anarthria

(2021) David A. Moses et al.   NEW ENGLAND JOURNAL OF MEDICINE

Voxelwise Encoding Models Show That Cerebellar Language Representations Are Highly Conceptual

(2021) Amanda LeBel et al.   JOURNAL OF NEUROSCIENCE

Visual and linguistic semantic representations are aligned at the border of human visual cortex

(2021) Sara F. Popham et al.   NATURE NEUROSCIENCE

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

SciPy 1.0: fundamental algorithms for scientific computing in Python

(2020) Pauli Virtanen et al.   NATURE METHODS

Machine translation of cortical activity to text with an encoder–decoder framework

(2020) Joseph G. Makin et al.   NATURE NEUROSCIENCE

Brain Recording, Mind-Reading, and Neurotechnology: Ethical Issues from Consumer Devices to Brain-Based Speech Decoding

(2020) Stephen Rainey et al.   SCIENCE AND ENGINEERING ETHICS

Decoding Imagined and Spoken Phrases From Non-invasive Neural (MEG) Signals

(2020) Debadatta Dash et al.   Frontiers in Neuroscience

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Speech synthesis from neural decoding of spoken sentences

(2019) Gopala K. Anumanchipalli et al.   NATURE

The Representation of Semantic Information Across Human Cerebral Cortex During Listening Versus Reading Is Invariant to Stimulus Modality

(2019) Fatma Deniz et al.   JOURNAL OF NEUROSCIENCE

Electrophysiological Correlates of Semantic Dissimilarity Reflect the Comprehension of Natural, Narrative Speech

(2018) Michael P. Broderick et al.   CURRENT BIOLOGY

Toward a universal decoder of linguistic meaning from brain activation

(2018) Francisco Pereira et al.   Nature Communications

The Hierarchical Cortical Organization of Human Speech Processing

(2017) Wendy A. de Heer et al.   JOURNAL OF NEUROSCIENCE

Natural speech reveals the semantic maps that tile human cerebral cortex

(2016) Alexander G. Huth et al.   NATURE

A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes

(2015) Thomas Naselaris et al.   NEUROIMAGE

Pycortex: an interactive surface visualizer for fMRI

(2015) James S. Gao et al.   Frontiers in Neuroinformatics

Closed-Loop Decoder Adaptation Shapes Neural Plasticity for Skillful Neuroprosthetic Control

(2014) Amy L. Orsborn et al.   NEURON

Coupled neural systems underlie the production and comprehension of naturalistic narrative speech

(2014) L. J. Silbert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Reworking the language network

(2014) Evelina Fedorenko et al.   TRENDS IN COGNITIVE SCIENCES

Brain Regions That Represent Amodal Conceptual Knowledge

(2013) S. L. Fairhall et al.   JOURNAL OF NEUROSCIENCE

Attention during natural vision warps semantic representation across the human brain

(2013) Tolga Çukur et al.   NATURE NEUROSCIENCE

Selective cortical representation of attended speaker in multi-talker speech perception

(2012) Nima Mesgarani et al.   NATURE

A quantitative spatial comparison of high-density diffuse optical tomography and fMRI cortical mapping

(2012) Adam T. Eggebrecht et al.   NEUROIMAGE

Reconstructing Speech from Human Auditory Cortex

(2012) Brian N. Pasley et al.   PLOS BIOLOGY

Reconstructing Visual Experiences from Brain Activity Evoked by Natural Movies

(2011) Shinji Nishimoto et al.   CURRENT BIOLOGY

Topographic Mapping of a Hierarchy of Temporal Receptive Windows Using a Narrated Story

(2011) Y. Lerner et al.   JOURNAL OF NEUROSCIENCE

The neurobiology of semantic memory

(2011) Jeffrey R. Binder et al.   TRENDS IN COGNITIVE SCIENCES

Quantitative evaluation of high-density diffuse optical tomography: in vivo resolution and mapping performance

(2010) Brian R. White   JOURNAL OF BIOMEDICAL OPTICS

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

(2010) Evelina Fedorenko et al.   JOURNAL OF NEUROPHYSIOLOGY

Bayesian Reconstruction of Natural Images from Human Brain Activity

(2009) Thomas Naselaris et al.   NEURON

Speaker identification on the SCOTUS corpus

(2008) Jiahong Yuan et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Predicting Human Brain Activity Associated with the Meanings of Nouns

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

Grounded Cognition

(2007) Lawrence W. Barsalou   Annual Review of Psychology