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Generic decoding of seen and imagined objects using hierarchical visual features

Nature communications, 2017-05, Vol.8 (1), p.15037-15037, Article 15037

2017

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Deep image reconstruction from human brain activity

PLoS computational biology, 2019-01, Vol.15 (1), p.e1006633-e1006633

2019

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Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research

Neural networks, 2021-12, Vol.144, p.603-613

2021

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Decoding the visual and subjective contents of the human brain

Nature neuroscience, 2005-05, Vol.8 (5), p.679-685

2005

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End-to-End Deep Image Reconstruction From Human Brain Activity

Frontiers in computational neuroscience, 2019-04, Vol.13, p.21-21

2019

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Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

NeuroImage (Orlando, Fla.), 2008-10, Vol.42 (4), p.1414-1429

2008

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Electrocorticographic control of a prosthetic arm in paralyzed patients

Annals of neurology, 2012-03, Vol.71 (3), p.353-361

2012

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Inter-individual deep image reconstruction via hierarchical neural code conversion

NeuroImage (Orlando, Fla.), 2023-05, Vol.271, p.120007-120007, Article 120007

2023

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Attention modulates neural representation to render reconstructions according to subjective appearance

Communications biology, 2022-01, Vol.5 (1), p.34-34, Article 34

2022

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The Neural Representation of Visually Evoked Emotion Is High-Dimensional, Categorical, and Distributed across Transmodal Brain Regions

iScience, 2020-05, Vol.23 (5), p.101060-101060, Article 101060

2020

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

Neuron (Cambridge, Mass.), 2008-12, Vol.60 (5), p.915-929

2008

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Multiple types of navigational information are independently encoded in the population activities of the dentate gyrus neurons

Proceedings of the National Academy of Sciences - PNAS, 2022-08, Vol.119 (32), p.e2106830119-e2106830119

2022

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Real-time control of a prosthetic hand using human electrocorticography signals

Journal of neurosurgery, 2011-06, Vol.114 (6), p.1715-1722

2011

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Modular Encoding and Decoding Models Derived from Bayesian Canonical Correlation Analysis

Neural computation, 2013-04, Vol.25 (4), p.979-1005

2013

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Regulation of motor representation by phase-amplitude coupling in the sensorimotor cortex

The Journal of neuroscience, 2012-10, Vol.32 (44), p.15467-15475

2012

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Induced sensorimotor brain plasticity controls pain in phantom limb patients

Nature communications, 2016-10, Vol.7 (1), p.13209-13209, Article 13209

2016

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Neurofeedback Training without Explicit Phantom Hand Movements and Hand-Like Visual Feedback to Modulate Pain: A Randomized Crossover Feasibility Trial

The journal of pain, 2022-12, Vol.23 (12), p.2080-2091

2022

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Brain hierarchy score: Which deep neural networks are hierarchically brain-like?

iScience, 2021-09, Vol.24 (9), p.103013-103013, Article 103013

2021

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Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex

NeuroImage (Orlando, Fla.), 2011-01, Vol.54 (1), p.203-212

2011

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Sharpening of Hierarchical Visual Feature Representations of Blurred Images

eNeuro, 2018-05, Vol.5 (3), p.ENEURO.0443-17.2018

2018

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What you saw is what you will hear: Two new illusions with audiovisual postdictive effects

PloS one, 2018-10, Vol.13 (10), p.e0204217-e0204217

2018

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How emotion is experienced and expressed in multiple cultures: a large-scale experiment across North America, Europe, and Japan

Frontiers in psychology, 2024-06, Vol.15, p.1350631

2024

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fMRI lag structure during waking up from early sleep stages

Cortex, 2021-09, Vol.142, p.94-103

2021

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Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex

Cerebral cortex (New York, N.Y. 1991), 2018-04, Vol.28 (4), p.1416-1431

2018

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Circadian Gene Circuitry Predicts Hyperactive Behavior in a Mood Disorder Mouse Model

Cell reports (Cambridge), 2016-03, Vol.14 (12), p.2784-2796

2016

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Generic decoding of seen and imagined objects using hierarchical visual features

Deep image reconstruction from human brain activity

Natural and Artificial Intelligence: A brief introduction to the interplay between AI and neuroscience research

Decoding the visual and subjective contents of the human brain

End-to-End Deep Image Reconstruction From Human Brain Activity

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

Electrocorticographic control of a prosthetic arm in paralyzed patients

Inter-individual deep image reconstruction via hierarchical neural code conversion

Attention modulates neural representation to render reconstructions according to subjective appearance

The Neural Representation of Visually Evoked Emotion Is High-Dimensional, Categorical, and Distributed across Transmodal Brain Regions

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

Multiple types of navigational information are independently encoded in the population activities of the dentate gyrus neurons

Real-time control of a prosthetic hand using human electrocorticography signals

Modular Encoding and Decoding Models Derived from Bayesian Canonical Correlation Analysis

Regulation of motor representation by phase-amplitude coupling in the sensorimotor cortex

Induced sensorimotor brain plasticity controls pain in phantom limb patients

Neurofeedback Training without Explicit Phantom Hand Movements and Hand-Like Visual Feedback to Modulate Pain: A Randomized Crossover Feasibility Trial

Brain hierarchy score: Which deep neural networks are hierarchically brain-like?

Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex

Sharpening of Hierarchical Visual Feature Representations of Blurred Images

What you saw is what you will hear: Two new illusions with audiovisual postdictive effects

How emotion is experienced and expressed in multiple cultures: a large-scale experiment across North America, Europe, and Japan

fMRI lag structure during waking up from early sleep stages

Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex

Circadian Gene Circuitry Predicts Hyperactive Behavior in a Mood Disorder Mouse Model

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