Search Results for author: Luke Triplett

Found 2 papers, 0 papers with code

ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform Discharges

no code implementations3 Dec 2023 Dennis Tang, Frank Willard, Ronan Tegerdine, Luke Triplett, Jon Donnelly, Luke Moffett, Lesia Semenova, Alina Jade Barnett, Jin Jing, Cynthia Rudin, Brandon Westover

In high-stakes medical applications, it is critical to have interpretable models so that experts can validate the reasoning of the model before making important diagnoses.

Decision Making EEG

Diffusion Methods for Generating Transition Paths

no code implementations19 Sep 2023 Luke Triplett, Jianfeng Lu

In this work, we seek to simulate rare transitions between metastable states using score-based generative models.

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