CNEL Alumnus: Matthew Emigh

Former student webpage:
About Me

I used to be a a student...

CNEL Papers
Journal Papers
1Eder Santana, Matthew Emigh, Pablo Zerges, Jose C Principe, "Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks," Trans. on Neural Networks. (Submitted)
2Matthew S. Emigh, Evan G. Kriminger, Austin J. Brockmeier, Jose C. Principe, and Panos M. Pardalos, "Reinforcement Learning in Video Games using Nearest Neighbor Interpolation and Metric Learning", Trans. on Computational Intelligence and AI in Games, Vol. 8, No. 1, pp. 56-66, Mar. 2016,DOI:10.1109/TCIAIG.2014.2369345 (author PDF)
Conference Papers
1Shujian Yu, Matthew Emigh, Eder Santana, Jose C. Principe, "AUTOENCODERS TRAINED WITH RELEVANT INFORMATION: BLENDING SHANNON AND WIENERíS PERSPECTIVES," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF)
2Eder Santana, Mathew Emigh, Jose C Principe, "Information Theoretic-Learning Auto-Encoder," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF)
3Matthew Emigh, Evan Kriminger, Jose C. Principe, "A model based approach to exploration of continuous-state MDPs using Divergence-to-Go", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 1-6, Sept. 2015,DOI:10.1109/MLSP.2015.7324371 (author PDF)
4Matthew Emigh, Evan Kriminger, Jose C. Principe, "Linear Discriminant Analysis with an Information Divergence Criterion", Intl. Joint Conf. on Neural Networks, pp. 1-6, July 2015,DOI:10.1109/IJCNN.2015.7280693 (author PDF)
5A. 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: 2ĖD linear projections of neural data for visualization", EMBS, pp. 5586-5589, July 2013,DOI:10.1109/EMBC.2013.6610816 (author PDF)
6Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, and Jose C. Principe, "Subspace Matching Thalamic Microstimulation to Tactile Evoked Potentials in Rat Somatosensory Cortex", EMBS, pp. 2957 -2960, Sept. 2012,DOI:10.1109/EMBC.2012.6346584 (author PDF)

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