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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Sensors (Basel, Switzerland), 2020-08, Vol.20 (16), p.4629

2020

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Decoding Imagined 3D Hand Movement Trajectories From EEG: Evidence to Support the Use of Mu, Beta, and Low Gamma Oscillations

Frontiers in neuroscience, 2018-03, Vol.12, p.130-130

2018

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A Hybrid Capsule Network for Hyperspectral Image Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.11824-11839

2021

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Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface

iScience, 2018-10, Vol.8, p.103-125

2018

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Paving the Way for Motor Imagery-Based Tele-Rehabilitation through a Fully Wearable BCI System

Sensors (Basel, Switzerland), 2023-06, Vol.23 (13), p.5836

2023

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Applying a brain-computer interface to support motor imagery practice in people with stroke for upper limb recovery: a feasibility study

Journal of neuroengineering and rehabilitation, 2010-12, Vol.7 (1), p.60-60, Article 60

2010

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Sensorimotor Modulation Assessment and Brain-Computer Interface Training in Disorders of Consciousness

Archives of physical medicine and rehabilitation, 2015-03, Vol.96 (3), p.S62-S70

2015

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Artificial intelligence detects awareness of functional relation with the environment in 3 month old babies

Scientific reports, 2024-07, Vol.14 (1), p.15580-19, Article 15580

2024

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Speed of Rapid Serial Visual Presentation of Pictures, Numbers and Words Affects Event-Related Potential-Based Detection Accuracy

IEEE transactions on neural systems and rehabilitation engineering, 2020-01, Vol.28 (1), p.113-122

2020

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Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models

NeuroImage (Orlando, Fla.), 2024-01, Vol.285, p.120458-120458, Article 120458

2024

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Effect of lower limb exoskeleton on the modulation of neural activity and gait classification

IEEE transactions on neural systems and rehabilitation engineering, 2023-01, Vol.31, p.1-1

2023

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Is Sensorimotor BCI Performance Influenced Differently by Mono, Stereo, or 3-D Auditory Feedback?

IEEE transactions on neural systems and rehabilitation engineering, 2014-05, Vol.22 (3), p.431-440

2014

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Comparative Analysis of Spectral Approaches to Feature Extraction for EEG-Based Motor Imagery Classification

IEEE transactions on neural systems and rehabilitation engineering, 2008-08, Vol.16 (4), p.317-326

2008

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Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms—A Pilot Study

Frontiers in neurorobotics, 2019-11, Vol.13, p.94-94

2019

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Critical issues in state-of-the-art brain–computer interface signal processing

Journal of neural engineering, 2011-04, Vol.8 (2), p.025002-1-8

2011

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Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

Frontiers in human neuroscience, 2022-03, Vol.16, p.869700-869700

2022

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Functional neuroimaging of visual creativity: a systematic review and meta‐analysis

Brain and behavior, 2016-10, Vol.6 (10), p.e00540-n/a

2016

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A Systematic Review Establishing the Current State-of-the-Art, the Limitations, and the DESIRED Checklist in Studies of Direct Neural Interfacing With Robotic Gait Devices in Stroke Rehabilitation

Frontiers in neuroscience, 2020-06, Vol.14, p.578-578

2020

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Brain-computer interfaces: lab experiments to real-world applications

Coyle, Damien

First edition., 2016

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Competing at the Cybathlon championship for people with disabilities: long-term motor imagery brain–computer interface training of a cybathlete who has tetraplegia

Journal of neuroengineering and rehabilitation, 2022-09, Vol.19 (1), p.1-22, Article 95

2022

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Editorial: Advances in the Integration of Brain-Machine Interfaces and Robotic Devices

Frontiers in robotics and AI, 2021-03, Vol.8, p.653615-653615

2021

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An Empirical Analysis of State-of-Art Classification Models in an IT Incident Severity Prediction Framework

Applied sciences, 2023-03, Vol.13 (6), p.3843

2023

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Sensorimotor learning with stereo auditory feedback for a brain–computer interface

Medical & biological engineering & computing, 2013-03, Vol.51 (3), p.285-293

2013

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Computational study of hippocampal-septal theta rhythm changes due to β-amyloid-altered ionic channels

PloS one, 2011-06, Vol.6 (6), p.e21579

2011

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Disrupted Thalamus White Matter Anatomy and Posterior Default Mode Network Effective Connectivity in Amnestic Mild Cognitive Impairment

Frontiers in aging neuroscience, 2017-11, Vol.9, p.370-370

2017

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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Decoding Imagined 3D Hand Movement Trajectories From EEG: Evidence to Support the Use of Mu, Beta, and Low Gamma Oscillations

A Hybrid Capsule Network for Hyperspectral Image Classification

Neurolinguistics Research Advancing Development of a Direct-Speech Brain-Computer Interface

Paving the Way for Motor Imagery-Based Tele-Rehabilitation through a Fully Wearable BCI System

Applying a brain-computer interface to support motor imagery practice in people with stroke for upper limb recovery: a feasibility study

Sensorimotor Modulation Assessment and Brain-Computer Interface Training in Disorders of Consciousness

Artificial intelligence detects awareness of functional relation with the environment in 3 month old babies

Speed of Rapid Serial Visual Presentation of Pictures, Numbers and Words Affects Event-Related Potential-Based Detection Accuracy

Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models

Effect of lower limb exoskeleton on the modulation of neural activity and gait classification

Is Sensorimotor BCI Performance Influenced Differently by Mono, Stereo, or 3-D Auditory Feedback?

Comparative Analysis of Spectral Approaches to Feature Extraction for EEG-Based Motor Imagery Classification

Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms—A Pilot Study

Critical issues in state-of-the-art brain–computer interface signal processing

Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

Functional neuroimaging of visual creativity: a systematic review and meta‐analysis

A Systematic Review Establishing the Current State-of-the-Art, the Limitations, and the DESIRED Checklist in Studies of Direct Neural Interfacing With Robotic Gait Devices in Stroke Rehabilitation

Brain-computer interfaces: lab experiments to real-world applications

Competing at the Cybathlon championship for people with disabilities: long-term motor imagery brain–computer interface training of a cybathlete who has tetraplegia

Editorial: Advances in the Integration of Brain-Machine Interfaces and Robotic Devices

An Empirical Analysis of State-of-Art Classification Models in an IT Incident Severity Prediction Framework

Sensorimotor learning with stereo auditory feedback for a brain–computer interface

Computational study of hippocampal-septal theta rhythm changes due to β-amyloid-altered ionic channels

Disrupted Thalamus White Matter Anatomy and Posterior Default Mode Network Effective Connectivity in Amnestic Mild Cognitive Impairment

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