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Yongtian He
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Year
Deep learning for electroencephalogram (EEG) classification tasks: a review
A Craik, Y He, JL Contreras-Vidal
Journal of neural engineering 16 (3), 031001, 2019
20582019
Brain–machine interfaces for controlling lower-limb powered robotic systems
Y He, D Eguren, JM Azorín, RG Grossman, TP Luu, JL Contreras-Vidal
Journal of neural engineering 15 (2), 021004, 2018
2132018
Powered exoskeletons for bipedal locomotion after spinal cord injury
JL Contreras-Vidal, NA Bhagat, J Brantley, JG Cruz-Garza, Y He, ...
Journal of neural engineering 13 (3), 031001, 2016
1932016
Risk management and regulations for lower limb medical exoskeletons: a review
Y He, D Eguren, TP Luu, JL Contreras-Vidal
Medical Devices: Evidence and Research, 89-107, 2017
1532017
Gait adaptation to visual kinematic perturbations using a real-time closed-loop brain–computer interface to a virtual reality avatar
TP Luu, Y He, S Brown, S Nakagome, JL Contreras-Vidal
Journal of neural engineering 13 (3), 036006, 2016
1102016
Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking
TP Luu, S Nakagome, Y He, JL Contreras-Vidal
Scientific reports 7 (1), 8895, 2017
942017
An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding
S Nakagome, TP Luu, Y He, AS Ravindran, JL Contreras-Vidal
Scientific reports 10 (1), 4372, 2020
702020
An integrated neuro-robotic interface for stroke rehabilitation using the NASA X1 powered lower limb exoskeleton
Y He, K Nathan, A Venkatakrishnan, R Rovekamp, C Beck, R Ozdemir, ...
2014 36th annual international conference of the IEEE engineering in …, 2014
702014
A closed-loop brain computer interface to a virtual reality avatar: Gait adaptation to visual kinematic perturbations
TP Luu, Y He, S Brown, S Nakagome, JL Contreras-Vidal
2015 International Conference on Virtual Rehabilitation (ICVR), 30-37, 2015
352015
A mobile brain-body imaging dataset recorded during treadmill walking with a brain-computer interface
Y He, TP Luu, K Nathan, S Nakagome, JL Contreras-Vidal
Scientific data 5, 2018
342018
Unscented Kalman filter for neural decoding of human treadmill walking from non-invasive electroencephalography
TP Luu, Y He, S Nakagame, J Gorges, K Nathan, JL Contreras-Vidal
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
212016
Multi-trial gait adaptation of healthy individuals during visual kinematic perturbations
TP Luu, Y He, S Nakagome, K Nathan, S Brown, J Gorges, ...
Frontiers in human neuroscience 11, 320, 2017
162017
EEG-based Brain-Computer Interface to a Virtual Walking Avatar Engages Cortical Adaptation
TP Luu, Y He, S Nakagome, JL Contreras-Vidal
IEEE International Conference on Systems, Man, and Cybernetics, 3054-3057, 2017
142017
A roadmap towards standards for neurally controlled end effectors
AY Paek, JA Brantley, AS Ravindran, K Nathan, Y He, D Eguren, ...
IEEE open journal of engineering in medicine and biology 2, 84-90, 2021
102021
Deep learning methods for EEG neural classification
S Nakagome, A Craik, A Sujatha Ravindran, Y He, JG Cruz-Garza, ...
Handbook of Neuroengineering, 1-39, 2022
92022
Risk and adverse events related to lower-limb exoskeletons
Y He, D Eguren, TP Luu, JL Contreras-Vidal
2017 International Symposium on Wearable Robotics and Rehabilitation (WeRob …, 2017
82017
Classification of finger vibrotactile input using scalp EEG
Y He, JL Contreras-Vidal
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
32015
Neural Decoding of Walking in Stroke
Y He
University of Houston, 2018
2018
Are We There Yet? Brain-Machine Interfaces to Lower-limb Powered Exoskeletons
JL Contreras-Vidal, Y He, A Kilicarslan, JM Azorín
IEEE Brain Newsletter, 2017
2017
Supplementary Material Real-time EEG-based brain-computer interface to a virtual 2 avatar enhances cortical involvement in human treadmill walking
TP Luu, S Nakagome, Y He, JL Contreras-Vidal
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