Matthew Emigh, PhD - Publications
Affiliations: | 2016 | ECE | University of Florida, Gainesville, Gainesville, FL, United States |
Year | Citation | Score | |||
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2018 | Sledge IJ, Emigh MS, Principe JC. Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. Ieee Transactions On Neural Networks and Learning Systems. 29: 2080-2098. PMID 29771664 DOI: 10.1109/TNNLS.2018.2812709 | 0.739 | |||
2017 | Santana E, Emigh MS, Zegers P, Principe JC. Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 28880191 DOI: 10.1109/Tnnls.2017.2735903 | 0.656 | |||
2016 | Emigh MS, Kriminger EG, Brockmeier AJ, Principe JC, Pardalos PM. Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning Ieee Transactions On Computational Intelligence and Ai in Games. 8: 56-66. DOI: 10.1109/Tciaig.2014.2369345 | 0.668 | |||
2015 | Emigh M, Kriminger E, Principe JC. A model based approach to exploration of continuous-state MDPs using Divergence-to-Go Ieee International Workshop On Machine Learning For Signal Processing, Mlsp. 2015. DOI: 10.1109/MLSP.2015.7324371 | 0.723 | |||
2015 | Emigh M, Kriminger E, Principe JC. Linear discriminant analysis with an information divergence criterion Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280693 | 0.702 | |||
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 | 0.523 | |||
2012 | Brockmeier AJ, Choi JS, Emigh MS, Li L, Francis JT, Principe JC. Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2957-60. PMID 23366545 DOI: 10.1109/EMBC.2012.6346584 | 0.717 | |||
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