Brain Communication: A system where to investigate and re-engineer human communication and learning processes

Felisa Córdova*, M. Hernán Díaz

*Autor correspondiente de este trabajo

Producción científica: Contribución a una revistaArtículo de la conferenciarevisión exhaustiva

Resumen

A method for detecting and monitoring the long-term time course of brain processes is described for two different conditions: i) A abbreviated version of a visual problem-solving IQ (Intelligent Quotient) Raven test and ii) A perceptual video task consisting of watching a sequence of (3 minutes each) 5 movie genera: animation, war, romance, violence and thriller. The method consisted of the analysis of the grayscale pixel values of the spectrographic image, generated by a Fast Fourier Transform (FFT), applied over the amplitude v/s time domain of the electroencephalographic (EEG) signal recorded during the execution of the test/task. Results show a high-resolution tool for detecting and monitoring brain signals in very narrow frequency range (0,05 Hz) and time (100 ms). Subject-dependent individual differences (N=5) are evident and a number up to 10 frequency communication channels can be detected in narrow frequency range of 0,5 Hz. Combining both aspects of these tool, high resolution of the frequency range, and the subject-dependent individual differences found in the execution of the test/task, we plan to use this information to classify subjects according problem-solving and perceptual brain processing differences and learning preferences.

Idioma originalInglés
Páginas (desde-hasta)1402-1407
Número de páginas6
PublicaciónProcedia Computer Science
Volumen221
DOI
EstadoPublicada - 2023
Evento10th International Conference on Information Technology and Quantitative Management, ITQM 2023 - Oxfordshire, Reino Unido
Duración: 20232023

Nota bibliográfica

Publisher Copyright:
© 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0) Peer-review under responsibility of the scientific committee of the Tenth International Conference on Information Technology and Quantitative Management.

Áreas temáticas de ASJC Scopus

  • Ciencia de la Computación General

Huella

Profundice en los temas de investigación de 'Brain Communication: A system where to investigate and re-engineer human communication and learning processes'. En conjunto forman una huella única.

Citar esto