CNEL Alumnus: Jihye Bae


Former student webpage:
About Me

I am Jihye Bae. I am a Ph.D. student working under Dr. Principe’s guidance.
 
My Research Interests

Brain Machine Interface
Adaptive Signal Processing
Reinforcement learning
Neural Decoding
Kernel Methods
 
Picture

 
CNEL Papers
Dissertation
1Jihye Bay,"KERNEL TEMPORAL DIFFERENCES FOR REINFORCEMENT LEARNING WITH APPLICATIONS TO BRAIN MACHINE INTERFACES", Aug. 2013, University of Florida.(author PDF)
 
Conference Papers
1Jihye Bae, Luis G. Sanchez Giraldo, Eric A. Pohlmeyer, Justin Sanchez, Jose Principe, "A New Method of Concurrently Visualizing States, Values, and Actions in Reinforcement based Brain Machine Interfaces," EMBC.(Accepted) (author PDF)
2Jihye Bae, Luis G. Sanchez Giraldo, Joseph T. Francis, Jose C. Principe, "Correntropy Kernel Temporal Differences for Reinforcement Learning Brain Machine Interfaces," EMBS-NE.(Accepted) (author PDF)
3A. J. Brockmeier, L. G. Sanchez Giraldo, M. S. Emigh, J. Bae, J. S. Choi, J. T. Francis, and J. C. Principe, "Information-theoretic metric learning: 2–D linear projections of neural data for visualization", EMBS, pp. 5586-5589, July 2013,DOI:10.1109/EMBC.2013.6610816 (author PDF)
4Jihye Bae, Pratik Chhatbar, Joseph T. Francis, Justin C. Sanchez, Jose C. Principe, "Reinforcement Learning via Kernel Temporal Difference", EMBC, pp. 5662-5665, 2011,DOI:10.1109/IEMBS.2011.6091370 (author PDF)
5Jihye Bae, Luis Sanchez Giraldo, Pratik Chhatbar, Joseph Francis, Justin Sanchez, Jose Principe, "STOCHASTIC KERNEL TEMPORAL DIFFERENCE FOR REINFORCEMENT LEARNING", MLSP, pp. 1-6, 2011,DOI:10.1109/MLSP.2011.6064634 (author PDF)
 

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