2 papers
q-bio.NC2025
The Repeated-Stimulus Confound in Electroencephalography
Jack A. Kilgallen, Barak A. Pearlmutter, Jeffrey Mark Siskind
In neural-decoding studies, recordings of participants' responses to stimuli are used to train models. In recent years, there has been an explosion of publications detailing applic…
eess.SP2024
Learning Exemplar Representations in Single-Trial EEG Category Decoding
Jack Kilgallen, Barak Pearlmutter, Jeffery Mark Siskind
Within neuroimgaing studies it is a common practice to perform repetitions of trials in an experiment when working with a noisy class of data acquisition system, such as electroenc…