Imaging NeuroscienceNeurosciencePeer-reviewed journal article
Word-selective EEG/MEG responses in the English language obtained with Fast Periodic Visual Stimulation (FPVS)
Olaf HaukiD, Marion MarchiveiD, Angélique VolfartiD, Christine SchiltziD, Bruno RossioniD, Matthew A. Lambon RalphiD, Aliette LochyiD
Abstract
Fast periodic visual stimulation (FPVS) allows the recording of objective brain responses of human word discrimination (i.e., reproducible word-category-selective responses) with a high signal-to-noise ratio. This approach has been successfully employed over the last decade in a number of scalp electroencephalography (EEG) studies. Three important advances were achieved in this study: (1) robust measures of written word-selective responses with this approach have not been reported in English; (2) responses have only been reported in EEG but not with MEG, and (3) without source localization. Thus, we presented English words periodically (2 Hz) among different types of letter strings (10Hz; consonant strings, non-words, pseudowords) whilst recording simultaneous EEG and MEG in 25 participants who performed a simple non-linguistic color detection task. Data were analyzed in sensor and in source space (L2-minimum-norm estimation, MNE). With only 4 minutes of stimulation we observed a robust word discrimination response in each condition including, importantly, even when words were embedded in word-like pseudowords. This response was larger in nonwords and largest in consonant strings. We observed left-lateralized responses in all conditions in the majority of our participants. Cluster-based permutation tests revealed that these responses were left-lateralized in sensor as well as in source space, with peaks in left posterior regions. Our results demonstrate that the FPVS paradigm can elicit robust English word-discrimination responses in EEG and MEG within only a few minutes of recording time. Together with source estimation, this can provide novel insights into the neural basis of visual word recognition in healthy and clinical populations.
- Citations
- 6
- FWCI
- 4.69
- Field percentile
- top 5%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Word detection in individual subjects is difficult to probe with fast periodic visual stimulation
L. Barnes, S. Petit, … A. Woolgar·bioRxiv·Oct 27, 2020
- Linguistic and attentional factors -not statistical regularities- contribute to word-selective neural responses with FPVS-oddball paradigms
Aliette Lochy, Bruno Rossion, … Christine Schiltz·CortexPeer-reviewed·Feb 13, 2024
- Novelty, category and orientation tuning for printed characters: a magnetoencephalography study with fast periodic visual stimulation
Ekaterina V. Kochetkova, Daria G. Kostanian, … Olga Sysoeva·Brain TopographyPeer-reviewed·May 4, 2026
- Semantic distance differently modulates FPVS-EEG responses to words and pictures
Angélique Volfart, Aliette Lochy, … Matthew A. Lambon Ralph·bioRxiv·Sep 29, 2026
- Neural Sources Underlying Visual Word Form Processing as Revealed by Steady State Visual Evoked Potentials (SSVEP)
Fang Wang, Blair Kaneshiro, … Bruce D. McCandliss·Scientific ReportsPeer-reviewed·Sep 14, 2021
- A robust voice-selective response in the human brain as revealed by electrophysiological recordings and fast periodic auditory stimulation
Francesca M. Barbero, Roberta P. Calce, … Olivier Collignon·eNeuroPeer-reviewed·May 1, 2021