Autoencoding Coordinate Sequences from Psychophysiologic Signals
We present a method for converting 24 channels of psychophysiologic time series data collected from individual participants via electroencephalogram (EEG), electrocardiogram (ECG), electrodermal activity (EDA), respiration rate (RR) into trackable three dimensional (3D) coordinates sufficient to estimate participation in specific task and cognitive states.
Authors
- Tim Hutcheson
- Anil Raj (ORCID: https://orcid.org/0000-0002-3131-7268)
Institutions
- Florida Institute for Human and Machine Cognition (US)
Publication Details
- Published
- 2025-08-13
- DOI
- https://doi.org/10.1109/rapid64712.2025.11151495
- Primary Topic
- Neural dynamics and brain function
- Type
- article
- Field-Weighted Citation Impact
- 0.00