Shift-invariant waveform learning on epileptic ECoG

no code implementations • 6 Aug 2021 • Carlos H. Mendoza-Cardenas, Austin J. Brockmeier

Seizure detection algorithms must discriminate abnormal neuronal activity associated with a seizure from normal neural activity in a variety of conditions.

Seizure Detection Seizure prediction

Searching for waveforms on spatially-filtered epileptic ECoG

1 code implementation • 25 Mar 2021 • Carlos H. Mendoza-Cardenas, Austin J. Brockmeier

Seizures are one of the defining symptoms in patients with epilepsy, and due to their unannounced occurrence, they can pose a severe risk for the individual that suffers it.

Seizure prediction

Max-sliced Bures Distance for Interpreting Discrepancies

no code implementations • 1 Jan 2021 • Austin J. Brockmeier, Claudio Cesar Claros, Carlos H. Mendoza-Cardenas, Yüksel Karahan, Matthew S. Emigh, Luis Gonzalo Sanchez Giraldo

We propose the max-sliced Bures distance, a lower bound on the max-sliced Wasserstein-2 distance, to identify the instances associated with the maximum discrepancy between two samples.