Matthew S. Emigh

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 6

Top Topics

Temporal Structure

Supervised Learning

Markov Decision Processes

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Brandon Sheffield, Frank E. Bobe III, Bradley Marchand, Matthew S. Emigh
Advances in Self-Supervised Learning for Synthetic Aperture Sonar Data Processing, Classification, and Pattern Recognition. CoRR (2023)
Isaac J. Sledge, Matthew S. Emigh, Jonathan L. King, Denton L. Woods, J. Tory Cobb, José C. Príncipe
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders. CoRR (2021)
Chi Ding, Zheng Cao, Matthew S. Emigh, José C. Príncipe, Bing Ouyang, Anni K. Vuorenkoski, Fraser R. Dalgleish, Brian Ramos, Yanjun Li
Algorithmic Design and Implementation of Unobtrusive Multistatic Serial LiDAR Image. CoRR (2019)
Eder Santana, Matthew S. Emigh, Pablo Zegers, José C. Príncipe
Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe
Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information Criterion. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Isaac J. Sledge, Matthew S. Emigh, José C. Príncipe
Guided Policy Exploration for Markov Decision Processes using an Uncertainty-Based Value-of-Information Criterion. CoRR (2018)
Austin J. Brockmeier, Luis Gonzalo Sánchez Giraldo, Matthew S. Emigh, Jihye Bae, John S. Choi, Joseph T. Francis, José C. Príncipe
Information-theoretic metric learning: 2-D linear projections of neural data for visualization. EMBC (2013)
Austin J. Brockmeier, John S. Choi, Matthew S. Emigh, Lin Li, Joseph T. Francis, José C. Príncipe
Subspace matching thalamic microstimulation to tactile evoked potentials in rat somatosensory cortex. EMBC (2012)