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Deep learning for electroencephalogram (EEG) classification tasks: a review

Journal of neural engineering, 2019-06, Vol.16 (3), p.031001-031001

2019

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Negligible Motion Artifacts in Scalp Electroencephalography (EEG) During Treadmill Walking

Frontiers in human neuroscience, 2016-01, Vol.9, p.708-708

2016

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Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking

Scientific reports, 2017-08, Vol.7 (1), p.8895-12, Article 8895

2017

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An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding

Scientific reports, 2020-03, Vol.10 (1), p.4372-4372, Article 4372

2020

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The H2 robotic exoskeleton for gait rehabilitation after stroke: early findings from a clinical study

Journal of neuroengineering and rehabilitation, 2015-06, Vol.12 (1), p.54-54, Article 54

2015

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Characterization of Event Related Desynchronization in Chronic Stroke Using Motor Imagery Based Brain Computer Interface for Upper Limb Rehabilitation

Annals of the Indian Academy of Neurology, 2024-06, Vol.27 (3), p.297-306

2024

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Reconstructing Three-Dimensional Hand Movements from Noninvasive Electroencephalographic Signals

The Journal of neuroscience, 2010-03, Vol.30 (9), p.3432-3437

2010

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Gait adaptation to visual kinematic perturbations using a real-time closed-loop brain-computer interface to a virtual reality avatar

Journal of neural engineering, 2016-06, Vol.13 (3), p.036006-036006

2016

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Electrocortical correlates of human level-ground, slope, and stair walking

PloS one, 2017-11, Vol.12 (11), p.e0188500

2017

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Design and Optimization of an EEG-Based Brain Machine Interface (BMI) to an Upper-Limb Exoskeleton for Stroke Survivors

Frontiers in neuroscience, 2016-03, Vol.10, p.122-122

2016

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Decoding Intra-Limb and Inter-Limb Kinematics During Treadmill Walking From Scalp Electroencephalographic (EEG) Signals

IEEE transactions on neural systems and rehabilitation engineering, 2012-03, Vol.20 (2), p.212-219

2012

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Cortical activity modulations underlying age-related performance differences during posture–cognition dual tasking

Experimental brain research, 2016-11, Vol.234 (11), p.3321-3334

2016

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Design and Validation of a Low-Cost Mobile EEG-Based Brain-Computer Interface

Sensors (Basel, Switzerland), 2023-06, Vol.23 (13), p.5930

2023

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Assessment of Biomechanical Predictors of Occurrence of Low-Amplitude N1 Potentials Evoked by Naturally Occurring Postural Instabilities

IEEE transactions on neural systems and rehabilitation engineering, 2022, Vol.30, p.476-485

2022

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Neural Decoding of Robot-Assisted Gait During Rehabilitation After Stroke

American journal of physical medicine & rehabilitation, 2018-08, Vol.97 (8), p.541-550

2018

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Deployment of Mobile EEG Technology in an Art Museum Setting: Evaluation of Signal Quality and Usability

Frontiers in human neuroscience, 2017-11, Vol.11, p.527-527

2017

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Global cortical activity predicts shape of hand during grasping

Frontiers in neuroscience, 2015-04, Vol.9, p.121-121

2015

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Effects of speed and direction of perturbation on electroencephalographic and balance responses

Experimental brain research, 2018-07, Vol.236 (7), p.2073-2083

2018

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Characterization of the Stages of Creative Writing With Mobile EEG Using Generalized Partial Directed Coherence

Frontiers in human neuroscience, 2020-12, Vol.14, p.577651-577651

2020

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Applications of Brain–Machine Interface Systems in Stroke Recovery and Rehabilitation

Current physical medicine and rehabilitation reports, 2014-06, Vol.2 (2), p.93-105

2014

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Neural activity modulations and motor recovery following brain-exoskeleton interface mediated stroke rehabilitation

NeuroImage clinical, 2020-01, Vol.28, p.102502-102502, Article 102502

2020

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Brain-machine interface based on deep learning to control asynchronously a lower-limb robotic exoskeleton: a case-of-study

Journal of neuroengineering and rehabilitation, 2024-04, Vol.21 (1), p.48-48, Article 48

2024

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Human‐Centered Design of Wearable Neuroprostheses and Exoskeletons

The AI magazine, 2015-12, Vol.36 (4), p.12-22

2015

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Cerebral cortical dynamics during visuomotor transformation: Adaptation to a cognitive-motor executive challenge

Psychophysiology, 2011-06, Vol.48 (6), p.813-824

2011

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Brain-machine interfaces for controlling lower-limb powered robotic systems

Journal of neural engineering, 2018-04, Vol.15 (2), p.021004-021004

2018

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Deep learning for electroencephalogram (EEG) classification tasks: a review

Negligible Motion Artifacts in Scalp Electroencephalography (EEG) During Treadmill Walking

Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking

An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding

The H2 robotic exoskeleton for gait rehabilitation after stroke: early findings from a clinical study

Characterization of Event Related Desynchronization in Chronic Stroke Using Motor Imagery Based Brain Computer Interface for Upper Limb Rehabilitation

Reconstructing Three-Dimensional Hand Movements from Noninvasive Electroencephalographic Signals

Gait adaptation to visual kinematic perturbations using a real-time closed-loop brain-computer interface to a virtual reality avatar

Electrocortical correlates of human level-ground, slope, and stair walking

Design and Optimization of an EEG-Based Brain Machine Interface (BMI) to an Upper-Limb Exoskeleton for Stroke Survivors

Decoding Intra-Limb and Inter-Limb Kinematics During Treadmill Walking From Scalp Electroencephalographic (EEG) Signals

Cortical activity modulations underlying age-related performance differences during posture–cognition dual tasking

Design and Validation of a Low-Cost Mobile EEG-Based Brain-Computer Interface

Assessment of Biomechanical Predictors of Occurrence of Low-Amplitude N1 Potentials Evoked by Naturally Occurring Postural Instabilities

Neural Decoding of Robot-Assisted Gait During Rehabilitation After Stroke

Deployment of Mobile EEG Technology in an Art Museum Setting: Evaluation of Signal Quality and Usability

Global cortical activity predicts shape of hand during grasping

Effects of speed and direction of perturbation on electroencephalographic and balance responses

Characterization of the Stages of Creative Writing With Mobile EEG Using Generalized Partial Directed Coherence

Applications of Brain–Machine Interface Systems in Stroke Recovery and Rehabilitation

Neural activity modulations and motor recovery following brain-exoskeleton interface mediated stroke rehabilitation

Brain-machine interface based on deep learning to control asynchronously a lower-limb robotic exoskeleton: a case-of-study

Human‐Centered Design of Wearable Neuroprostheses and Exoskeletons

Cerebral cortical dynamics during visuomotor transformation: Adaptation to a cognitive-motor executive challenge

Brain-machine interfaces for controlling lower-limb powered robotic systems

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