Matthew Emigh, PhD
Affiliations: | 2016 | ECE | University of Florida, Gainesville, Gainesville, FL, United States |
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Publications
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| Sledge IJ, Emigh MS, Principe JC. (2018) 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 |
| Santana E, Emigh MS, Zegers P, et al. (2017) Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. Ieee Transactions On Neural Networks and Learning Systems |
| Emigh MS, Kriminger EG, Brockmeier AJ, et al. (2016) Reinforcement Learning in Video Games Using Nearest Neighbor Interpolation and Metric Learning Ieee Transactions On Computational Intelligence and Ai in Games. 8: 56-66 |
| Emigh M, Kriminger E, Principe JC. (2015) 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 |
| Emigh M, Kriminger E, Principe JC. (2015) Linear discriminant analysis with an information divergence criterion Proceedings of the International Joint Conference On Neural Networks. 2015 |
| 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 |
| Brockmeier AJ, Choi JS, Emigh MS, et al. (2012) 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 |