Publications


Effects of speed and direction of perturbation on electroencephalographic and balance responses
Goel, R, Ozdemir, RA, Nakagome, S, Contreras-Vidal, JL, Paloski, WH & Parikh, PJ 2018, Experimental Brain Research, pp. 1-11. DOI: 10.1007/s00221-018-5284-5

Data Descriptor: A mobile brainbody imaging dataset recorded during treadmill walking with a brain-computer interface
He, Y, Luu, TP, Nathan, K, Nakagome, S & Contreras-Vidal, JL 2018, Scientific Data, vol 5, 180074. DOI: 10.1038/sdata.2018.74

Brain-machine interfaces for controlling lower-limb powered robotic systems
He, Y, Eguren, D, Azorín, JM, Grossman, RG, Luu, TP & Contreras-Vidal, JL 2018, Journal of Neural Engineering, vol 15, no. 2, 021004. DOI: 10.1088/1741-2552/aaa8c0

Cortical control of upright stance in elderly
Ozdemir, RA, Contreras-Vidal, JL & Paloski, WH 2018, Mechanisms of Ageing and Development, vol 169, pp. 19-31. DOI: 10.1016/j.mad.2017.12.004

Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking
Luu, TP, Nakagome, S, He, Y & Contreras-Vidal, JL 2017, Scientific Reports, vol 7, no. 1, 8895. DOI: 10.1038/s41598-017-09187-0

Modulation of neural activity during guided viewing of visual art
Herrera-Arcos, G, Tamez-Duque, J, Acosta-De-Anda, EY, Kwan-Loo, K, de-Alba, M, Tamez-Duque, U, Contreras-Vidal, JL & Soto, R 2017, Frontiers in Human Neuroscience, vol 11, 581. DOI: 10.3389/fnhum.2017.00581

Cortical features of locomotion-mode transitions via non-invasive EEG
Luu, TP, Brantley, JA, Zhu, F & Contreras-Vidal, JL 2017, . in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. vol. 2017-January, Institute of Electrical and Electronics Engineers Inc. pp. 2437-2441, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, Canada, 10/5/17. DOI: 10.1109/SMC.2017.8122988

Prediction of EMG envelopes of multiple terrains over-ground walking from EEG signals using an Unscented Kalman Filter
Nakagome, S, Luu, TP, Brantley, JA & Contreras-Vidal, JL 2017, . in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. vol. 2017-January, Institute of Electrical and Electronics Engineers Inc. pp. 3175-3178, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, Canada, 10/5/17. DOI: 10.1109/SMC.2017.8123116

Prediction of lower-limb joint kinematics from surface EMG during overground locomotion
Brantley, JA, Luu, TP, Nakagome, S & Contreras-Vidal, JL 2017, . in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. vol. 2017-January, Institute of Electrical and Electronics Engineers Inc. pp. 1705-1709, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, Canada, 10/5/17. DOI: 10.1109/SMC.2017.8122861

EEG-based brain-computer interface to a virtual walking avatar engages cortical adaptation
Luu, TP, He, Y, Nakagome, S & Contreras-Vidal, JL 2017, . in 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. vol. 2017-January, Institute of Electrical and Electronics Engineers Inc. pp. 3054-3057, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, Banff, Canada, 10/5/17. DOI: 10.1109/SMC.2017.8123094

Deployment of mobile EEG technology in an art museum setting: Evaluation of signal quality and usability
Cruz-Garza, JG, Brantley, JA, Nakagome, S, Kontson, K, Megjhani, M, Robleto, D & Contreras-Vidal, JL 2017, Frontiers in Human Neuroscience, vol 11, 527. DOI: 10.3389/fnhum.2017.00527

Electrocortical correlates of human level-ground, slope, and stair walking
Luu, TP, Brantley, JA, Nakagome, S, Zhu, F & Contreras-Vidal, JL 2017, PLoS ONE, vol 12, no. 11, e0188500. DOI: 10.1371/journal.pone.0188500

Electrocortical amplitude modulations of human level-ground, slope, and stair walking
Luu, TP, Brantley, JA, Zhu, F & Contreras-Vidal, JL 2017, . in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings., 8037222, IEEE, pp. 1913-1916, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017, Jeju Island, Korea, Republic of, 7/11/17. DOI: 10.1109/EMBC.2017.8037222

Improving robotic stroke rehabilitation by incorporating neural intent detection: Preliminary results from a clinical trial
Sullivan, JL, Bhagat, NA, Yozbatiran, N, Paranjape, R, Losey, CG, Grossman, RG, Contreras-Vidal, JL, Francisco, GE & OMalley, MK 2017, . in 2017 International Conference on Rehabilitation Robotics, ICORR 2017., 8009233, IEEE, pp. 122-127, 2017 International Conference on Rehabilitation Robotics, ICORR 2017, London, United Kingdom, 7/17/17. DOI: 10.1109/ICORR.2017.8009233

Multi-trial gait adaptation of healthy individuals during visual kinematic perturbations
Luu, TP, He, Y, Nakagome, S, Nathan, K, Brown, S, Gorges, J & Contreras-Vidal, JL 2017, Frontiers in Human Neuroscience, vol 11, 320. DOI: 10.3389/fnhum.2017.00320

Risk management and regulations for lower limb medical exoskeletons: A review
He, Y, Eguren, D, Luu, TP & Contreras-Vidal, JL 2017, Medical Devices: Evidence and Research, vol 10, pp. 89-107.

Multiple kernel based region importance learning for neural classification of gait states from EEG signals
Zhang, Y, Prasad, S, Kilicarslan, A & Contreras-Vidal, JL 2017, Frontiers in Neuroscience, vol 11, no. APR, 170. DOI: 10.3389/fnins.2017.00170

Towards a whole body brain-machine interface system for decoding expressive movement intent: Challenges and Opportunities
Contreras-Vidal, JL, Cruz-Garcia, J & Kopteva, A 2017, . in 5th International Winter Conference on Brain-Computer Interface, BCI 2017., 7858142, IEEE, pp. 1-4, 5th International Winter Conference on Brain-Computer Interface, BCI 2017, Gangwon Province, Korea, Republic of, 1/9/17. DOI: 10.1109/IWW-BCI.2017.7858142

Noninvasive EEG correlates of overground and stair walking
Brantley, JA, Luu, TP, Ozdemir, R, Zhu, F, Winslow, AT, Huang, H & Contreras-Vidal, JL 2016, . in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. vol. 2016-October, 7592028, IEEE, pp. 5729-5732, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Orlando, United States, 8/16/16. DOI: 10.1109/EMBC.2016.7592028

Unscented Kalman filter for neural decoding of human treadmill walking from non-invasive electroencephalography
Luu, TP, He, Y, Nakagame, S, Gorges, J, Nathan, K & Contreras-Vidal, JL 2016, . in 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. vol. 2016-October, 7591006, IEEE, pp. 1548-1551, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Orlando, United States, 8/16/16. DOI: 10.1109/EMBC.2016.7591006