Deep learning for electroencephalogram (EEG) classification tasks: a review A Craik, Y He, JL Contreras-Vidal Journal of neural engineering 16 (3), 031001, 2019 | 2211 | 2019 |
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 | 226 | 2018 |
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 | 202 | 2016 |
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 | 158 | 2017 |
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 | 119 | 2016 |
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 | 102 | 2017 |
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 | 77 | 2020 |
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 | 72 | 2014 |
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 | 37 | 2018 |
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 | 35 | 2015 |
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 | 22 | 2016 |
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 | 16 | 2017 |
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 | 14 | 2017 |
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 | 13 | 2022 |
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 | 10 | 2021 |
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 | 8 | 2017 |
Classification of finger vibrotactile input using scalp EEG Y He, JL Contreras-Vidal 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 3 | 2015 |
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 | | |