Scientific ReportsNeurosciencePeer-reviewed journal article
Spontaneous and automatic processing of magnitude and parity information of Arabic digits: A frequency-tagging EEG study.
Mathieu GuillauméiD, Alexandre PonciniD, Christine SchiltziD, Amandine M. Van RinsveldiD
Abstract
Arabic digits (1-9) are everywhere in our daily lives. These symbols convey various semantic information, and numerate adults can easily extract from them several numerical features such as magnitude and parity. Nonetheless, since most studies used active processing tasks to assess these properties, it remains unclear whether and to what degree the access to magnitude and especially to parity is automatic. Here we investigated with EEG whether spontaneous processing of magnitude or parity can be recorded in a frequency-tagging approach, in which participants are passively stimulated by fast visual sequences of Arabic digits. We assessed automatic magnitude processing by presenting a stream of frequent small digit numbers mixed with deviant large digits (and the reverse) with a sinusoidal contrast modulation at the frequency of 10 Hz. We used the same paradigm to investigate numerical parity processing, contrasting odd digits to even digits. We found significant brain responses at the frequency of the fluctuating change and its harmonics, recorded on electrodes encompassing right occipitoparietal regions, in both conditions. Our findings indicate that both magnitude and parity are spontaneously and unintentionally extracted from Arabic digits, which supports that they are salient semantic features deeply associated to digit symbols in long-term memory.
- organism: human
- assay: electronic health records
- research focus: cell type annotation
- approach: statistical model
- Citations
- 15
- FWCI
- 1.06
- Field percentile
- top 19%
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
- Automatic extraction of meaning from visual number symbols detected by frequency-tagged EEG in children.
Amandine M. Van Rinsveld, Christine Schiltz·Child DevelopmentPeer-reviewed·Jun 28, 2025
- Identifying conceptual neural responses to symbolic numerals
Talia L. Retter, Lucas Eraßmy, Christine Schiltz·Proceedings of the Royal Society B Biological SciencesPeer-reviewed·Jun 1, 2024
- Automatic processing of numerosity in human neocortex evidenced by occipital and parietal neuromagnetic responses
Amandine M. Van Rinsveld, Vincent Wens, … Alain Content·Cerebral Cortex CommunicationsPeer-reviewed·Jan 1, 2021
- Decoding digits and dice with Magnetoencephalography: Evidence for a shared representation of magnitude
Lina Teichmann, Tijl Grootswagers, … Anina N. Rich·Journal of Cognitive NeurosciencePeer-reviewed·Mar 21, 2018
- The neural signature of numerosity: Separating numerical and continuous magnitude extraction in visual cortex with frequency-tagged EEG
Amandine M. Van Rinsveld, Mathieu Guillaumé, … Alain Content·Proceedings of the National Academy of SciencesPeer-reviewed·Mar 2, 2020
- Multifaceted brain representation of numerosity across the senses and presentation formats
Ying Yang, Michele Fornaciai, … Olivier Collignon·bioRxiv·May 29, 2025