Research outputs

  1. 2019
  2. Regression-based reconstruction of human grip force trajectories with noninvasive scalp electroencephalography

    Paek, A. Y., Gailey, A., Parikh, P. J., Santello, M. & Contreras Vidal, J. L., Nov 6 2019, In : Journal of neural engineering. 16, 6, 1 p.

    Research output: Contribution to journalArticle

  3. Emotion Recognition by Point Process Characterization of Heartbeat Dynamics

    Ravindran, A. S., Nakagome, S., Wickramasuriya, D. S., Contreras Vidal, J. L. & Faghih, R. T., Nov 1 2019, 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019. Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 8962886

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. A translational roadmap for a brain-machine-interface (BMI) system for rehabilitation

    Craik, A., Kilicarslan, A. & Contreras Vidal, J. L., Oct 1 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-October. p. 3613-3618 6 p. 8914210

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Assessment of motor imagery in gamma band using a lower limb exoskeleton

    Ortiz, M., Ianez, E., Gaxiola, J., Kilicarslan, A., Contreras Vidal, J. L. & Azorin, J. M., Oct 1 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-October. p. 2773-2778 6 p. 8914483

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Design of a customizable, modular pediatric exoskeleton for rehabilitation and mobility

    Eguren, D., Cestari, M., Luu, T. P., Kilicarslan, A., Steele, A. & Contreras Vidal, J. L., Oct 1 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-October. p. 2411-2416 6 p. 8914629

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. EEG-based neural decoding of gait in developing children

    Luu, T. P., Eguren, D., Cestari, M. & Contreras Vidal, J. L., Oct 1 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-October. p. 3608-3612 5 p. 8914380

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Characterization and real-time removal of motion artifacts from EEG signals

    Kilicarslan, A. & Contreras Vidal, J. L., Sep 17 2019, In : Journal of Neural Engineering. 16, 5, 056027.

    Research output: Contribution to journalArticle

  9. Fronto-Parietal Brain Areas Contribute to the Online Control of Posture during a Continuous Balance Task

    Goel, R., Nakagome, S., Rao, N., Paloski, W. H., Contreras Vidal, J. L. & Parikh, P. J., Aug 10 2019, In : Neuroscience. 413, p. 135-153 19 p.

    Research output: Contribution to journalArticle

  10. Classification and Transfer Learning of EEG during a Kinesthetic Motor Imagery Task using Deep Convolutional Neural Networks

    Craik, A., Kilicarslan, A. & Contreras Vidal, J. L., Jul 1 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3046-3049 4 p. 8857575

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Towards a Unified Framework for De-noising Neural Signals

    Kilicarslan, A. & Contreras Vidal, J. L., Jul 1 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 620-623 4 p. 8856876

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. At the crossroads of art and science: Neuroaesthetics begins to come into its own

    Contreras Vidal, J. L., Kever, J., Robleto, D. & Rosengren, J., Feb 1 2019, In : Leonardo. 52, 1, p. 103-106 4 p.

    Research output: Contribution to journalComment/debate

  13. Assaying neural activity of children during video game play in public spaces: A deep learning approach

    Ravindran, A. S., Mobiny, A., Cruz-Garza, J. G., Paek, A., Kopteva, A. & Contreras Vidal, J. L., Jan 1 2019, In : Journal of Neural Engineering. 16, 3, 036028.

    Research output: Contribution to journalArticle

  14. Deep learning for electroencephalogram (EEG) classification tasks: A review

    Craik, A., He, Y. & Contreras Vidal, J. L., Jan 1 2019, In : Journal of Neural Engineering. 16, 3, 031001.

    Research output: Contribution to journalReview article

  15. 2018
  16. Neural Decoding of Robot-Assisted Gait during Rehabilitation after Stroke

    Contreras Vidal, J. L., Bortole, M., Zhu, F., Nathan, K., Venkatakrishnan, A., Francisco, G. E., Soto, R. & Pons, J. L., Aug 1 2018, In : American Journal of Physical Medicine and Rehabilitation. 97, 8, p. 541-550 10 p.

    Research output: Contribution to journalArticle

  17. Data Descriptor: Full body mobile brain-body imaging data during unconstrained locomotion on stairs, ramps, and level ground

    Brantley, J. A., Luu, T. P., Nakagome, S., Zhu, F. & Contreras Vidal, J. L., Jul 10 2018, In : Scientific Data. 5, 180133.

    Research output: Contribution to journalArticle

  18. Risk and adverse events related to lower-limb exoskeletons

    He, Y., Eguren, D., Luu, T. P. & Contreras Vidal, J. L., Jun 12 2018, 2017 International Symposium on Wearable Robotics and Rehabilitation, WeRob 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  19. Welcome

    Francisco, G. E., Rovira, J. P., Contreras Vidal, J. L. & O'Malley, M. K., Jun 12 2018, In : 2017 International Symposium on Wearable Robotics and Rehabilitation, WeRob 2017. 1 p.

    Research output: Contribution to journalEditorial

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

    Goel, R., Ozdemir, R. A., Nakagome, S., Contreras Vidal, J. L., Paloski, W. H. & Parikh, P. J., May 11 2018, (Accepted/In press) In : Experimental Brain Research. p. 1-11 11 p.

    Research output: Contribution to journalArticle

  21. Data Descriptor: A mobile brainbody imaging dataset recorded during treadmill walking with a brain-computer interface

    He, Y., Luu, T. P., Nathan, K., Nakagome, S. & Contreras Vidal, J. L., Apr 24 2018, In : Scientific Data. 5, 180074.

    Research output: Contribution to journalArticle

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

    He, Y., Eguren, D., Azorín, J. M., Grossman, R. G., Luu, T. P. & Contreras Vidal, J. L., Feb 14 2018, In : Journal of Neural Engineering. 15, 2, 021004.

    Research output: Contribution to journalReview article

  23. Cortical control of upright stance in elderly

    Ozdemir, R. A., Contreras Vidal, J. L. & Paloski, W. H., Jan 1 2018, In : Mechanisms of Ageing and Development. 169, p. 19-31 13 p.

    Research output: Contribution to journalArticle

  24. Evaluating educational settings through biometric data and virtual response testing

    Kalantari, S., Contreras Vidal, J. L., Smith, J. S., Cruz-Garza, J. & Banner, P., Jan 1 2018, Recalibration on Imprecision and Infidelity - Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture, ACADIA 2018. Del Signore, M., Wit, A. J. & Anzalone, P. (eds.). ACADIA, p. 118-125 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  25. 2017
  26. Real-time EEG-based brain-computer interface to a virtual avatar enhances cortical involvement in human treadmill walking

    Luu, T. P., Nakagome, S., He, Y. & Contreras Vidal, J. L., Dec 1 2017, In : Scientific Reports. 7, 1, 8895.

    Research output: Contribution to journalArticle

  27. Modulation of neural activity during guided viewing of visual art

    Herrera-Arcos, G., Tamez-Duque, J., Acosta-De-Anda, E. Y., Kwan-Loo, K., de-Alba, M., Tamez-Duque, U., Contreras Vidal, J. L. & Soto, R., Nov 30 2017, In : Frontiers in Human Neuroscience. 11, 581.

    Research output: Contribution to journalArticle

  28. Cortical features of locomotion-mode transitions via non-invasive EEG

    Luu, T. P., Brantley, J. A., Zhu, F. & Contreras Vidal, J. L., Nov 27 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2437-2441 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  29. EEG-based brain-computer interface to a virtual walking avatar engages cortical adaptation

    Luu, T. P., He, Y., Nakagome, S. & Contreras Vidal, J. L., Nov 27 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 3054-3057 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  30. Prediction of EMG envelopes of multiple terrains over-ground walking from EEG signals using an Unscented Kalman Filter

    Nakagome, S., Luu, T. P., Brantley, J. A. & Contreras Vidal, J. L., Nov 27 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 3175-3178 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  31. Prediction of lower-limb joint kinematics from surface EMG during overground locomotion

    Brantley, J. A., Luu, T. P., Nakagome, S. & Contreras Vidal, J. L., Nov 27 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1705-1709 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  32. Deployment of mobile EEG technology in an art museum setting: Evaluation of signal quality and usability

    Cruz-Garza, J. G., Brantley, J. A., Nakagome, S., Kontson, K., Megjhani, M., Robleto, D. & Contreras Vidal, J. L., Nov 10 2017, In : Frontiers in Human Neuroscience. 11, 527.

    Research output: Contribution to journalArticle

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

    Luu, T. P., Brantley, J. A., Nakagome, S., Zhu, F. & Contreras Vidal, J. L., Nov 1 2017, In : PLoS ONE. 12, 11, e0188500.

    Research output: Contribution to journalArticle

  34. Electrocortical amplitude modulations of human level-ground, slope, and stair walking

    Luu, T. P., Brantley, J. A., Zhu, F. & Contreras Vidal, J. L., Sep 13 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1913-1916 4 p. 8037222

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  35. Improving robotic stroke rehabilitation by incorporating neural intent detection: Preliminary results from a clinical trial

    Sullivan, J. L., Bhagat, N. A., Yozbatiran, N., Paranjape, R., Losey, C. G., Grossman, R. G., Contreras Vidal, J. L., Francisco, G. E. & O'Malley, M. K., Aug 11 2017, 2017 International Conference on Rehabilitation Robotics, ICORR 2017. Institute of Electrical and Electronics Engineers Inc., p. 122-127 6 p. 8009233

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  36. Multi-trial gait adaptation of healthy individuals during visual kinematic perturbations

    Luu, T. P., He, Y., Nakagome, S., Nathan, K., Brown, S., Gorges, J. & Contreras Vidal, J. L., Jun 20 2017, In : Frontiers in Human Neuroscience. 11, 320.

    Research output: Contribution to journalArticle

  37. Risk management and regulations for lower limb medical exoskeletons: A review

    He, Y., Eguren, D., Luu, T. P. & Contreras-Vidal, J. L., May 9 2017, In : Medical Devices: Evidence and Research. 10, p. 89-107 19 p.

    Research output: Contribution to journalReview article

  38. Multiple kernel based region importance learning for neural classification of gait states from EEG signals

    Zhang, Y., Prasad, S., Kilicarslan, A. & Contreras Vidal, J. L., Apr 3 2017, In : Frontiers in Neuroscience. 11, APR, 170.

    Research output: Contribution to journalArticle

  39. Towards a whole body brain-machine interface system for decoding expressive movement intent: Challenges and Opportunities

    Contreras Vidal, J. L., Cruz-Garcia, J. & Kopteva, A., Feb 16 2017, 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 7858142

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  40. 2016
  41. Noninvasive EEG correlates of overground and stair walking

    Brantley, J. A., Luu, T. P., Ozdemir, R., Zhu, F., Winslow, A. T., Huang, H. & Contreras Vidal, J. L., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 5729-5732 4 p. 7592028

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  42. Unscented Kalman filter for neural decoding of human treadmill walking from non-invasive electroencephalography

    Luu, T. P., He, Y., Nakagame, S., Gorges, J., Nathan, K. & Contreras Vidal, J. L., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1548-1551 4 p. 7591006

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  43. Corticomuscular coherence variation throughout the gait cycle during overground walking and ramp ascent: A preliminary investigation

    Winslow, A. T., Brantley, J., Zhu, F., Contreras Vidal, J. L. & Huang, H., Aug 2016, In : Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2016, p. 4634-4637 4 p.

    Research output: Contribution to journalArticle

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

    Ozdemir, R. A., Contreras Vidal, J. L., Lee, B. C. & Paloski, W. H., Jul 21 2016, (Accepted/In press) In : Experimental Brain Research. p. 1-14 14 p.

    Research output: Contribution to journalArticle

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

    Luu, T. P., He, Y., Brown, S., Nakagame, S. & Contreras Vidal, J. L., Apr 11 2016, In : Journal of Neural Engineering. 13, 3, 036006.

    Research output: Contribution to journalArticle

  46. Powered exoskeletons for bipedal locomotion after spinal cord injury

    Contreras Vidal, J. L., Bhagat, N. A., Brantley, J., Cruz-Garza, J. G., He, Y., Manley, Q., Nakagome, S., Nathan, K., Tan, S. H., Zhu, F. & Pons, J. L., Apr 11 2016, In : Journal of Neural Engineering. 13, 3, 031001.

    Research output: Contribution to journalArticle

  47. Design and optimization of an EEG-based brain machine interface (BMI) to an upper-limb exoskeleton for stroke survivors

    Bhagat, N. A., Venkatakrishnan, A., Abibullaev, B., Artz, E. J., Yozbatiran, N., Blank, A. A., French, J., Karmonik, C., Grossman, R. G., O'Malley, M. K., Francisco, G. E. & Contreras-Vidal, J. L., Mar 31 2016, In : Frontiers in Neuroscience. 10, MAR, 122.

    Research output: Contribution to journalArticle

  48. A robust adaptive denoising framework for real-time artifact removal in scalp EEG measurements

    Kilicarslan, A., Grossman, R. G. & Contreras Vidal, J. L., Feb 9 2016, In : Journal of Neural Engineering. 13, 2, 026013.

    Research output: Contribution to journalArticle

  49. Negligible motion artifacts in scalp electroencephalography (EEG) during treadmill walking

    Nathan, K. & Contreras Vidal, J. L., Jan 13 2016, In : Frontiers in Human Neuroscience. 9, JAN2016, 708.

    Research output: Contribution to journalArticle

  50. Brain-computer interface devices for patients with paralysis and amputation: A meeting report

    Bowsher, K., Civillico, E. F., Coburn, J., Collinger, J., Contreras-Vidal, J. L., Denison, T., Donoghue, J., French, J., Getzoff, N., Hochberg, L. R., Hoffmann, M., Judy, J., Kleitman, N., Knaack, G., Krauthamer, V., Ludwig, K., Moynahan, M., Pancrazio, J. J., Peckham, P. H., Pena, C. & 13 othersPinto, V., Ryan, T., Saha, D., Scharen, H., Shermer, S., Skodacek, K., Takmakov, P., Tyler, D., Vasudevan, S., Wachrathit, K., Weber, D., Welle, C. G. & Ye, M., 2016, In : Journal of Neural Engineering. 13, 2, 023001.

    Research output: Contribution to journalArticle

  51. Multisession, noninvasive closed-loop neuroprosthetic control of grasping by upper limb amputees

    Agashe, H. A., Paek, A. Y. & Contreras Vidal, J. L., 2016, Progress in Brain Research. Elsevier B.V., Vol. 228. p. 107-128 22 p. (Progress in Brain Research; vol. 228).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  52. Robotic assistance of human motion using active-backdrivability on a geared electromagnetic motor

    Claros, M. J., Soto, R., Gordillo, J. L., Pons, J. L. & Contreras Vidal, J. L., 2016, In : International Journal of Advanced Robotic Systems. 13, 2, 40.

    Research output: Contribution to journalArticle

  53. 2015
  54. A closed-loop brain computer interface to a virtual reality avatar: Gait adaptation to visual kinematic perturbations

    Luu, T. P., He, Y., Brown, S., Nakagome, S. & Contreras Vidal, J. L., Dec 16 2015, 2015 International Conference on Virtual Rehabilitation, ICVR 2015. Institute of Electrical and Electronics Engineers Inc., p. 30-37 8 p. 7358598

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  55. Human-centered design of wearable neuroprostheses and exoskeletons

    Contreras Vidal, J. L., Kilicarslan, A., Huang, H. & Grossman, R. G., Dec 1 2015, In : AI Magazine. 36, 4, p. 12-22 11 p.

    Research output: Contribution to journalArticle

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