Search Results for author: Christopher Oballe

Found 2 papers, 1 papers with code

Bayesian Topological Learning for Brain State Classification

no code implementations18 Dec 2019 Farzana Nasrin, Christopher Oballe, David L. Boothe, Vasileios Maroulas

Investigation of human brain states through electroencephalograph (EEG) signals is a crucial step in human-machine communications.

Classification EEG +1

A Bayesian Framework for Persistent Homology

3 code implementations7 Jan 2019 Vasileios Maroulas, Farzana Nasrin, Christopher Oballe

In essence, we model persistence diagrams as Poisson point processes with prior intensities and compute posterior intensities by adopting techniques from the theory of marked point processes.

Methodology 62F15, 60G55, 62-07

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