Published in IEEE open journal of engineering in medicine and biology, 2021
Recommended citation: Paek, A. Y., Brantley, J. A., Ravindran, A. S., Nathan, K., He, Y., Eguren, D., ... & Contreras-Vidal, J. L. (2021). A Roadmap towards Standards for Neurally Controlled End Effectors. IEEE open journal of engineering in medicine and biology, 2.
Published in Frontiers in human neuroscience, 2020
Recommended citation: Cruz-Garza, J. G., Sujatha Ravindran, A., Kopteva, A. E., Rivera Garza, C., & Contreras-Vidal, J. L. (2020). Characterization of the Stages of Creative Writing With Mobile EEG Using Generalized Partial Directed Coherence. Frontiers in human neuroscience, 14, 533.
Published in 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020
Recommended citation: Ravindran, A. S., Cestari, M., Malaya, C., John, I., Francisco, G. E., Layne, C., & Vidal, J. L. C. (2020, October). Interpretable Deep Learning Models for Single Trial Prediction of Balance Loss. In 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 268-273). IEEE.
Published in Scientific reports, 2020
Recommended citation: Nakagome, S., Luu, T. P., He, Y., Ravindran, A. S., & Contreras-Vidal, J. L. (2020). An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding. Scientific reports, 10(1), 1-17.
Published in 2019 IEEE Healthcare Innovations and Point of Care Technologies, (HI-POCT), 2019
Recommended citation: Ravindran, A. S., Nakagome, S., Wickramasuriya, D. S., Contreras-Vidal, J. L., & Faghih, R. T. (2019, November). Emotion recognition by point process characterization of heartbeat dynamics. In 2019 IEEE Healthcare Innovations and Point of Care Technologies,(HI-POCT) (pp. 13-16). IEEE.
Published in Journal of Neural Engineering, 2019
Recommended citation: Ravindran, A. S., Mobiny, A., Cruz-Garza, J. G., Paek, A., Kopteva, A., & Vidal, J. L. C. (2019). Assaying neural activity of children during video game play in public spaces: a deep learning approach. Journal of neural engineering, 16(3), 036028.
Published in Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016
Recommended citation: Preejith, S. P., Ravindran, A. S., Hajare, R., Joseph, J., & Sivaprakasam, M. (2016, August). A wrist worn SpO 2 monitor with custom finger probe for motion artifact removal. In 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 5777-5780). IEEE.
Published in Springer Publication, 2010
Recommended citation: Nakagome S, Craik A, Ravindran AS, He Y, Cruz‐Garza JG, and Contreras‐Vidal JL. Springer Handbook of Neuroengineering. In: ed. by Thakor NV. Springer Nature. Chap. Deep learning methods for EEG neural classification. In Press