Sanggyun Kim

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 3

Top Topics

Granger Causality

State Dependent

Convex Optimization

Statistical Analysis

Top Venues

Publications

Diego A. Mesa, Justin Tantiongloc, Marcela Mendoza, Sanggyun Kim, Todd P. Coleman
A Distributed Framework for the Construction of Transport Maps. Neural Comput. 31 (4) (2019)
Armen A. Gharibans, Sanggyun Kim, David C. Kunkel, Todd P. Coleman
High-Resolution Electrogastrogram: A Novel, Noninvasive Method for Determining Gastric Slow-Wave Direction and Speed. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Justin Tantiongloc, Diego Mesa, Rui Ma, Sanggyun Kim, Cristian H. Alzate, Jaime J. Camacho, Vidya B. Manian, Todd P. Coleman
An Information and Control Framework for Optimizing User-Compliant Human-Computer Interfaces. Proc. IEEE 105 (2) (2017)
Marcela Mendoza, Sanggyun Kim, Todd P. Coleman
Bayesian LASSO in a distributed architecture. GlobalSIP (2015)
Sanggyun Kim, Diego Mesa, Todd P. Coleman
Efficient total probability prediction via convex optimization and optimal transport. ISIT (2015)
Diego Mesa, Sanggyun Kim, Todd P. Coleman
A scalable framework to transform samples from one continuous distribution to another. ISIT (2015)
Sanggyun Kim, Christopher J. Quinn, Negar Kiyavash, Todd P. Coleman
Dynamic and Succinct Statistical Analysis of Neuroscience Data. Proc. IEEE 102 (5) (2014)
Sanggyun Kim, Rui Ma, Diego Mesa, Todd P. Coleman
Efficient Bayesian inference methods via convex optimization and optimal transport. ISIT (2013)
Kazutaka Takahashi, Lorenzo L. Pesce, Jose Iriarte-Diaz, Sanggyun Kim, Todd P. Coleman, Nicholas G. Hatsopoulos, Callum F. Ross
Granger causality analysis of functional connectivity of spiking neurons in orofacial motor cortex during chewing and swallowing. EMBC (2012)
Yunwen Xu, Sanggyun Kim, Srinivasa M. Salapaka, Carolyn L. Beck, Todd P. Coleman
Clustering large networks of parametric dynamic generative models. CDC (2012)
Kazutaka Takahashi, Lorenzo L. Pesce, Jose Iriarte-Diaz, Matthew D. Best, Sanggyun Kim, Todd P. Coleman, Nicholas G. Hatsopoulos, Callum F. Ross
Granger causality analysis of state dependent functional connectivity of neurons in orofacial motor cortex during chewing and swallowing. SCIS&ISIS (2012)
Sanggyun Kim, Kazutaka Takahashi, Nicholas G. Hatsopoulos, Todd P. Coleman
Information transfer between neurons in the motor cortex triggered by visual cues. EMBC (2011)
Sanggyun Kim, David Putrino, Soumya Ghosh, Emery N. Brown
A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity. PLoS Comput. Biol. 7 (3) (2011)
Sanggyun Kim, Emery N. Brown
A general statistical framework for assessing Granger causality. ICASSP (2010)