The ZuCo benchmark on cross-subject reading task classification with EEG and eye-tracking data

The ZuCo benchmark on cross-subject reading task classification with EEG and eye-tracking data

We present a new machine learning benchmark for reading task classification with the goal of advancing EEG and eye-tracking research at the intersection between computational language processing and cognitive neuroscience. The benchmark task consists of a cross-subject classification to distinguish...

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Bibliographic Details
Main Authors: Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Psychology
Subjects:
reading task classification
eye-tracking
EEG
machine learning
reading research
cross-subject evaluation
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1028824/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1028824/full

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