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Jihye Bae - Publications

Affiliations: 
2018-2019 University of Kentucky, Lexington, KY 
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Awasthi P, Lin TH, Bae J, Miller LE, Danziger ZC. Validation of a non-invasive, real-time, human-in-the-loop model of intracortical brain-computer interfaces. Journal of Neural Engineering. PMID 36198278 DOI: 10.1088/1741-2552/ac97c3  0.625
2022 Girdler B, Caldbeck W, Bae J. Neural Decoders Using Reinforcement Learning in Brain Machine Interfaces: A Technical Review. Frontiers in Systems Neuroscience. 16: 836778. PMID 36090185 DOI: 10.3389/fnsys.2022.836778  0.418
2022 Thapa BR, Tangarife DR, Bae J. 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. PMID 36086236 DOI: 10.1109/EMBC48229.2022.9871862  0.467
2022 Plucknett W, Sanchez Giraldo LG, Bae J. Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces. Frontiers in Human Neuroscience. 16: 902183. PMID 35845246 DOI: 10.3389/fnhum.2022.902183  0.727
2021 Fugal J, Bae J, Poonawala HA. On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators Robotics. 10: 46. DOI: 10.3390/ROBOTICS10010046  0.342
2015 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Francis JT, Sanchez JC, Príncipe JC. Kernel temporal differences for neural decoding. Computational Intelligence and Neuroscience. 2015: 481375. PMID 25866504 DOI: 10.1155/2015/481375  0.711
2014 Bae J, Giraldo LGS, Principe JC, Francis JT. Correntropy kernel temporal differences for reinforcement learning brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 2713-2717. DOI: 10.1109/IJCNN.2014.6889958  0.565
2013 Brockmeier AJ, Sanchez Giraldo LG, Emigh MS, Bae J, Choi JS, Francis JT, Principe JC. 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. PMID 24111003 DOI: 10.1109/EMBC.2013.6610816  0.607
2013 Bae J, Sanchez Giraldo LG, Pohlmeyer EA, Sanchez JC, Principe JC. 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. PMID 24110957 DOI: 10.1109/EMBC.2013.6610770  0.706
2011 Bae J, Chhatbar P, Francis JT, Sanchez JC, Principe JC. 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. PMID 22255624 DOI: 10.1109/IEMBS.2011.6091370  0.668
2011 Bae J, Giraldo LS, Chhatbar P, Francis J, Sanchez J, Principe J. Stochastic kernel temporal difference for reinforcement learning Ieee International Workshop On Machine Learning For Signal Processing. DOI: 10.1109/MLSP.2011.6064634  0.639
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