Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm. - Yelena Tonoyan; David Looney; Danilo P. Mandic; Marc M. Van Hulle (MLSP, 2014)

Discriminating Multiple Emotional States from EEG Using a Data-Adaptive, Multiscale Information-Theoretic Approach. - Yelena Tonoyan; David Looney; Danilo P. Mandic; Marc M. Van Hulle (Int. J. Neural Syst., 2016)

The Role of Features Types and Personalized Assessment in Detecting Affective State Using Dry Electrode EEG. - Paruthi Pradhapan; Emmanuel Rios Velazquez; Jolanda Witteveen; Yelena Tonoyan; Vojkan Mihajlovic (Sensors, 2020)

Subjective time is predicted by local and early visual processing. - Yelena Tonoyan; Michele Fornaciai; Brent Parsons; Domenica Bueti (NeuroImage, 2022)