Publications


An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding
Nakagome, S, Luu, TP, He, Y, Ravindran, AS & Contreras-Vidal, JL 2020, , Scientific Reports, vol. 10, no. 1, 4372. https://doi.org/10.1038/s41598-020-60932-4

Regression-based reconstruction of human grip force trajectories with noninvasive scalp electroencephalography
Paek, AY, Gailey, A, Parikh, PJ, Santello, M & Contreras Vidal, JL 2019, Journal of neural engineering, vol. 16, no. 6. https://doi.org/10.1088/1741-2552/ab4063

Emotion Recognition by Point Process Characterization of Heartbeat Dynamics
Ravindran, AS, Nakagome, S, Wickramasuriya, DS, Contreras Vidal, JL & Faghih, RT 2019, . in 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019., 8962886, Institute of Electrical and Electronics Engineers Inc. pp. 13-16, 2019 IEEE Healthcare Innovations and Point of Care Technologies, HI-POCT 2019, Bethesda, United States, 11/20/19. https://doi.org/10.1109/HI-POCT45284.2019.8962886

Real-Time Seizure State Tracking Using Two Channels: A Mixed-Filter Approach
Ahmadi, MB, Craik, A, Azgomi, HF, Francis, JT, Contreras Vidal, JL & Faghih, RT 2019, . in MB Matthews (ed.), Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. vol. 2019-November, 9048990, Institute of Electrical and Electronics Engineers Inc. pp. 2033-2039, 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019, Pacific Grove, United States, 11/3/19. https://doi.org/10.1109/IEEECONF44664.2019.9048990

Design of a customizable, modular pediatric exoskeleton for rehabilitation and mobility
Eguren, D, Cestari, M, Luu, TP, Kilicarslan, A, Steele, A & Contreras Vidal, JL 2019, . in 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. vol. 2019-October, 8914629, Institute of Electrical and Electronics Engineers Inc. pp. 2411-2416, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, 10/6/19. https://doi.org/10.1109/SMC.2019.8914629

EEG-based neural decoding of gait in developing children
Luu, TP, Eguren, D, Cestari, M & Contreras Vidal, JL 2019, . in 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. vol. 2019-October, 8914380, Institute of Electrical and Electronics Engineers Inc. pp. 3608-3612, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, 10/6/19. https://doi.org/10.1109/SMC.2019.8914380

Assessment of motor imagery in gamma band using a lower limb exoskeleton
Ortiz, M, Ianez, E, Gaxiola, J, Kilicarslan, A, Contreras Vidal, JL & Azorin, JM 2019, . in 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. vol. 2019-October, 8914483, Institute of Electrical and Electronics Engineers Inc. pp. 2773-2778, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, 10/6/19. https://doi.org/10.1109/SMC.2019.8914483

A translational roadmap for a brain-machine-interface (BMI) system for rehabilitation
Craik, A, Kilicarslan, A & Contreras Vidal, JL 2019, . in 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. vol. 2019-October, 8914210, Institute of Electrical and Electronics Engineers Inc. pp. 3613-3618, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, 10/6/19. https://doi.org/10.1109/SMC.2019.8914210

Characterization and real-time removal of motion artifacts from EEG signals
Kilicarslan, A & Contreras Vidal, JL 2019, Journal of neural engineering, vol. 16, no. 5, 056027. https://doi.org/10.1088/1741-2552/ab2b61

Fronto-Parietal Brain Areas Contribute to the Online Control of Posture during a Continuous Balance Task
Goel, R, Nakagome, S, Rao, N, Paloski, WH, Contreras Vidal, JL & Parikh, PJ 2019, Neuroscience, vol. 413, pp. 135-153. https://doi.org/10.1016/j.neuroscience.2019.05.063

Towards a Unified Framework for De-noising Neural Signals
Kilicarslan, A & Contreras Vidal, JL 2019, . in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019., 8856876, Institute of Electrical and Electronics Engineers Inc. pp. 620-623, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, 7/23/19. https://doi.org/10.1109/EMBC.2019.8856876

Classification and Transfer Learning of EEG during a Kinesthetic Motor Imagery Task using Deep Convolutional Neural Networks
Craik, A, Kilicarslan, A & Contreras Vidal, JL 2019, . in 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019., 8857575, Institute of Electrical and Electronics Engineers Inc. pp. 3046-3049, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, 7/23/19. https://doi.org/10.1109/EMBC.2019.8857575

At the crossroads of art and science: Neuroaesthetics begins to come into its own
Contreras Vidal, JL, Kever, J, Robleto, D & Rosengren, J 2019, Leonardo, vol. 52, no. 1, pp. 103-106. https://doi.org/10.1162/leon_a_01474

Assaying neural activity of children during video game play in public spaces: A deep learning approach
Ravindran, AS, Mobiny, A, Cruz-Garza, JG, Paek, A, Kopteva, A & Contreras Vidal, JL 2019, Journal of neural engineering, vol. 16, no. 3, 036028. https://doi.org/10.1088/1741-2552/ab1876

Deep learning for electroencephalogram (EEG) classification tasks: A review
Craik, A, He, Y & Contreras Vidal, JL 2019, Journal of neural engineering, vol. 16, no. 3, 031001. https://doi.org/10.1088/1741-2552/ab0ab5

Neural Decoding of Robot-Assisted Gait during Rehabilitation after Stroke
Contreras Vidal, JL, Bortole, M, Zhu, F, Nathan, K, Venkatakrishnan, A, Francisco, GE, Soto, R & Pons, JL 2018, , American Journal of Physical Medicine and Rehabilitation, vol. 97, no. 8, pp. 541-550. https://doi.org/10.1097/PHM.0000000000000914


Risk and adverse events related to lower-limb exoskeletons
He, Y, Eguren, D, Luu, TP & Contreras Vidal, JL 2018, . in 2017 International Symposium on Wearable Robotics and Rehabilitation, WeRob 2017. Institute of Electrical and Electronics Engineers Inc. pp. 1-2, 2017 International Symposium on Wearable Robotics and Rehabilitation, WeRob 2017, Houston, United States, 11/5/17. https://doi.org/10.1109/WEROB.2017.8383850

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. https://doi.org/10.1007/s00221-018-5284-5