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Jihye Bae

Biomedical Engineering

Florida International University

BIOGRAPHY

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PUBLICATIONS

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 | Pubmed ID: 22255624

A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces.

Information-theoretic metric learning: 2-D linear projections of neural data for visualization.

Kernel temporal differences for neural decoding.

Computational intelligence and neuroscience , 2015 | Pubmed ID: 25866504

Feasibility of a deep learning-based algorithm for automated detection and classification of nasal polyps and inverted papillomas on nasal endoscopic images.

International forum of allergy & rhinology Dec, 2021 | Pubmed ID: 34148298

Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces.

Frontiers in human neuroscience , 2022 | Pubmed ID: 35845246

Neural Decoders Using Reinforcement Learning in Brain Machine Interfaces: A Technical Review.

Frontiers in systems neuroscience , 2022 | Pubmed ID: 36090185

Validation of a non-invasive, real-time, human-in-the-loop model of intracortical brain-computer interfaces.

Journal of neural engineering Oct, 2022 | Pubmed ID: 36198278

INSTITUTIONS

Florida International University

University of Kentucky

JOVE ARTICLES

Brain Source Imaging in Preclinical Rat Models of Focal Epilepsy using High-Resolution EEG Recordings

Jihye Bae¹,

Abhay Deshmukh¹,

Yinchen Song¹,

Jorge Riera¹

¹Biomedical Engineering, Florida International University

Medicine

Equipment Setup and Artifact Removal for Simultaneous Electroencephalogram and Functional Magnetic Resonance Imaging for Clinical Review in Epilepsy

Jihye Bae¹,

Jordan L. Clay²,

Bhoj Raj Thapa¹,

David Powell³,

Heidi Turpin³,

Saghi Tasori Partovi³,

Rachel Ward-Mitchell³,

Balu Krishnan⁴,

Andreas Koupparis⁵,

Meriem Bensalem Owen²,

Flavius D. Raslau^2,6,7

¹Department of Electrical and Computer Engineering, University of Kentucky,

²Department of Neurology, University of Kentucky,

³Department of Neuroscience, University of Kentucky,

⁴, Cleveland Clinic,

⁵, Cyprus Institute of Neurology and Genetics,

⁶Department of Radiology, University of Kentucky,

⁷Department of Neurosurgery, University of Kentucky

Bioengineering

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