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ERP characteristics of sentential inductive reasoning in time and frequency domains
Authors:Peipeng Liang  Ning Zhong  Shengfu Lu  Jiming Liu
Affiliation:1. The International WIC Institute, Beijing University of Technology, China;2. Department of Life Science and Informatics, Maebashi Institute of Technology, Japan;3. Department of Computer Science, Hong Kong Baptist University, Hong Kong
Abstract:
Earlier studies have examined the issues of brain spatial localization in human sentential inductive reasoning using PET/fMRI. However, the temporal characteristics of such reasoning remain unclear. In our present study, we have used ERP (Event-related Potential) to further study human inductive reasoning involving sentential tasks. For congruent induction tasks, in which premises and conclusions are related, participants need to synthesize semantic information from the premises, conclusions, as well as background knowledge, while for incongruent induction tasks (baseline), in which premises and conclusions are unrelated, participants can respond “no” immediately. Behavioral data have been obtained that is consistent with expectations. ERPs imply that participants may integrate semantic information within the time window of 350–650 ms. Statistical analysis in the frequency domain has revealed a significant increase in the power of the gamma band (30–50 Hz) for congruent induction tasks in contrast to incongruent induction tasks.
Keywords:
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