Jihye Bae
Affiliations: | 2018-2019 | University of Kentucky, Lexington, KY |
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Parents
Sign in to add mentor| Jose Carlos Principe | grad student | 2009-2013 | UF Gainesville |
| Zachary Danziger | post-doc | 2018-2019 | University of Kentucky |
Children
Sign in to add trainee| Anik Muhury | grad student | 2020- | University of Kentucky |
| Jonathan Fugal | grad student | 2019-2020 | University of Kentucky |
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Publications
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| Awasthi P, Lin TH, Bae J, et al. (2022) Validation of a non-invasive, real-time, human-in-the-loop model of intracortical brain-computer interfaces. Journal of Neural Engineering |
| Girdler B, Caldbeck W, Bae J. (2022) Neural Decoders Using Reinforcement Learning in Brain Machine Interfaces: A Technical Review. Frontiers in Systems Neuroscience. 16: 836778 |
| Thapa BR, Tangarife DR, Bae J. (2022) Kernel Temporal Differences for EEG-based Reinforcement Learning Brain Machine Interfaces. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2022: 3327-3333 |
| Plucknett W, Sanchez Giraldo LG, Bae J. (2022) Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces. Frontiers in Human Neuroscience. 16: 902183 |
| Fugal J, Bae J, Poonawala HA. (2021) On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators Robotics. 10: 46 |
| Bae J, Sanchez Giraldo LG, Pohlmeyer EA, et al. (2015) Kernel temporal differences for neural decoding. Computational Intelligence and Neuroscience. 2015: 481375 |
| Bae J, Giraldo LGS, Principe JC, et al. (2014) Correntropy kernel temporal differences for reinforcement learning brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 2713-2717 |
| Brockmeier AJ, Sanchez Giraldo LG, Emigh MS, et al. (2013) Information-theoretic metric learning: 2-D linear projections of neural data for visualization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5586-9 |
| Bae J, Sanchez Giraldo LG, Pohlmeyer EA, et al. (2013) A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2013: 5402-5 |
| Bae J, Chhatbar P, Francis JT, et al. (2011) Reinforcement learning via kernel temporal difference. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2011: 5662-5 |