[期刊论文][Research]


Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference

作   者:
Salto, Francisco;Requena, Carmen;Alvarez-Merino, Paula;Rodríguez, Víctor;Poza, Jesús;Hornero, Roberto;

出版年:2023

页     码:1 - 15
出版社:Springer Verlag


摘   要:

Logically valid deductive arguments are clear examples of abstract recursive computational procedures on propositions or on probabilities. However, it is not known if the cortical time-consuming inferential processes in which logical arguments are eventually realized in the brain are in fact physically different from other kinds of inferential processes.

In order to determine whether an electrical EEG discernible pattern of logical deduction exists or not, a new experimental paradigm is proposed contrasting logically valid and invalid inferences with exactly the same content (same premises and same relational variables) and distinct logical complexity (propositional truth-functional operators). Electroencephalographic signals from 19 subjects (24.2 ± 3.3 years) were acquired in a two-condition paradigm (100 trials for each condition). After the initial general analysis, a trial-by-trial approach in beta-2 band allowed to uncover not only evoked but also phase asynchronous activity between trials.

showed that (i) deductive inferences with the same content evoked the same response pattern in logically valid and invalid conditions, (ii) mean response time in logically valid inferences is 61.54% higher, (iii) logically valid inferences are subjected to an early (400 ms) and a late reprocessing (600 ms) verified by two distinct beta-2 activations ( p -value < 0,01, Wilcoxon signed rank test).

We found evidence of a subtle but measurable electrical trait of logical validity. Results put forward the hypothesis that some logically valid deductions are recursive or computational cortical events.



关键字:

Beta-2 band;Evoked potentials;Induced potentials;Deductive inference;Logical validity;Cortical bases of logical reasoning


全文
所属期刊
Brain Informatics
ISSN: 2198-4018
来自:Springer Verlag