Research output per year
Research output per year
Search results
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2022
Kernel Temporal Differences for EEG-based Reinforcement Learning Brain Machine Interfaces
Thapa, B. R., Tangarife, D. R. & Bae, J., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. p. 3327-3333 7 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
2014
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces
Bae, J., Giraldo, L. G. S., Principe, J. C. & Francis, J. T., Sep 3 2014, Proceedings of the International Joint Conference on Neural Networks. p. 2713-2717 5 p. 6889958. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
2013
A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces
Bae, J., Sanchez Giraldo, L. G., Pohlmeyer, E. A., Sanchez, J. C. & Principe, J. C., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 5402-5405 4 p. 6610770. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Information-theoretic metric learning: 2-D linear projections of neural data for visualization
Brockmeier, A. J., Sanchez Giraldo, L. G., Emigh, M. S., Bae, J., Choi, J. S., Francis, J. T. & Principe, J. C., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 5586-5589 4 p. 6610816. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access11 Scopus citations -
2011
Reinforcement learning via kernel temporal difference
Bae, J., Chhatbar, P., Francis, J. T., Sanchez, J. C. & Principe, J. C., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 5662-5665 4 p. 6091370. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
18 Scopus citations -
Stochastic kernel temporal difference for reinforcement learning
Bae, J., Giraldo, L. S., Chhatbar, P., Francis, J., Sanchez, J. & Principe, J., 2011, 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011. 6064634. (IEEE International Workshop on Machine Learning for Signal Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Scopus citations