Publications


Characterization of the Stages of Creative Writing With Mobile EEG Using Generalized Partial Directed Coherence
Cruz-Garza, JG, Sujatha Ravindran, A, Kopteva, AE, Rivera Garza, C & Contreras-Vidal, JL 2020, , Frontiers in Human Neuroscience, vol. 14, 577651. https://doi.org/10.3389/fnhum.2020.577651

Interpretable Deep Learning Models for Single Trial Prediction of Balance Loss
Ravindran, AS, Cestari, M, Malaya, C, John, I, Francisco, GE, Layne, C & Contreras Vidal, JL 2020, . in 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. vol. 2020-October, 9283206, Institute of Electrical and Electronics Engineers Inc. pp. 268-273, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, Canada, 10/11/20. https://doi.org/10.1109/SMC42975.2020.9283206

Sensory Integration in Human Movement: A New Brain-Machine Interface Based on Gamma Band and Attention Level for Controlling a Lower-Limb Exoskeleton
Ortiz, M, Ferrero, L, Iáñez, E, Azorín, JM & Contreras-Vidal, JL 2020, , Frontiers in Bioengineering and Biotechnology, vol. 8, 735. https://doi.org/10.3389/fbioe.2020.00735


Towards a Portable Magnetoencephalography Based Brain Computer Interface with Optically-Pumped Magnetometers
Paek, AY, Kilicarslan, A, Korenko, B, Gerginov, V, Knappe, S & Contreras-Vidal, JL 2020, . in 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020., 9176159, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, Institute of Electrical and Electronics Engineers Inc. pp. 3420-3423, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, Canada, 7/20/20. https://doi.org/10.1109/EMBC44109.2020.9176159

A clinical trial to study changes in neural activity and motor recovery following brain-machine interface enabled robot-assisted stroke rehabilitation
Bhagat, N, Yozbatiran, N, Sullivan, JL, Paranjape, R, Losey, C, Hernandez, Z, Keser, Z, Grossman, R, Francisco, G, OMalley, MK & Contreras Vidal, JL 2020, , Unknown Journal. https://doi.org/10.1101/2020.04.26.20077529

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

Neural activity modulations and motor recovery following brain-exoskeleton interface mediated stroke rehabilitation
Bhagat, NA, Yozbatiran, N, Sullivan, JL, Paranjape, R, Losey, C, Hernandez, Z, Keser, Z, Grossman, R, Francisco, GE, OMalley, MK & Contreras-Vidal, JL 2020, , NeuroImage: Clinical, vol. 28, 102502. https://doi.org/10.1016/j.nicl.2020.102502

Concerns in the Blurred Divisions Between Medical and Consumer Neurotechnology
Paek, AY, Brantley, JA, Evans, BJ & Contreras-Vidal, JL 2020, , IEEE Systems Journal. https://doi.org/10.1109/JSYST.2020.3032609

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, 066030. 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., 9048990, Conference Record - Asilomar Conference on Signals, Systems and Computers, vol. 2019-November, 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., 8914380, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 2019-October, 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., 8914483, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 2019-October, 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., 8914210, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 2019-October, 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, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 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, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 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