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Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex
Emotion plays an important role in people's life. However, the existing researches do not give a unified conclusion on the brain function network under different emotional states. In this study, pictures from the international affective picture system (IAPS) of different valences were presented...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8245225/ https://www.ncbi.nlm.nih.gov/pubmed/34257637 http://dx.doi.org/10.1155/2021/5582666 |
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author | He, Zhongyang Yang, Kai Zhuang, Ning Zeng, Ying |
author_facet | He, Zhongyang Yang, Kai Zhuang, Ning Zeng, Ying |
author_sort | He, Zhongyang |
collection | PubMed |
description | Emotion plays an important role in people's life. However, the existing researches do not give a unified conclusion on the brain function network under different emotional states. In this study, pictures from the international affective picture system (IAPS) of different valences were presented to subjects with a fixed frequency blinking frequency to induce stable state visual evoked potential (SSVEP). With the source location method, the cerebral cortex source signal was reconstructed based on EEG signals, and then the difference in SSVEP amplitudes in key brain areas under different emotional states and the difference in brain function network connections among different brain areas were analysed in cortical space. The results of the study show that positive and negative emotions evoked greater activation intensities in the prefrontal, temporal, and parietal lobes compared with those of neutral emotion. The network connections with a significant difference between emotional states mainly appear in the alpha and gamma bands, and the network connections with significant differences between positive emotion and negative emotion mainly exist in the right middle temporal gyrus and the superior frontal gyrus on both sides. In addition, the long-range connections play an important role in the process of emotional processing, especially the connections among frontal gyrus, middle temporal gyrus, and middle occipital gyrus. The results of this study provide a reliable scientific basis for revealing and elucidating the neural mechanism of emotion processing and the selection of brain regions and frequency bands in emotion recognition based on EEG signals. |
format | Online Article Text |
id | pubmed-8245225 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-82452252021-07-12 Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex He, Zhongyang Yang, Kai Zhuang, Ning Zeng, Ying Comput Intell Neurosci Research Article Emotion plays an important role in people's life. However, the existing researches do not give a unified conclusion on the brain function network under different emotional states. In this study, pictures from the international affective picture system (IAPS) of different valences were presented to subjects with a fixed frequency blinking frequency to induce stable state visual evoked potential (SSVEP). With the source location method, the cerebral cortex source signal was reconstructed based on EEG signals, and then the difference in SSVEP amplitudes in key brain areas under different emotional states and the difference in brain function network connections among different brain areas were analysed in cortical space. The results of the study show that positive and negative emotions evoked greater activation intensities in the prefrontal, temporal, and parietal lobes compared with those of neutral emotion. The network connections with a significant difference between emotional states mainly appear in the alpha and gamma bands, and the network connections with significant differences between positive emotion and negative emotion mainly exist in the right middle temporal gyrus and the superior frontal gyrus on both sides. In addition, the long-range connections play an important role in the process of emotional processing, especially the connections among frontal gyrus, middle temporal gyrus, and middle occipital gyrus. The results of this study provide a reliable scientific basis for revealing and elucidating the neural mechanism of emotion processing and the selection of brain regions and frequency bands in emotion recognition based on EEG signals. Hindawi 2021-06-22 /pmc/articles/PMC8245225/ /pubmed/34257637 http://dx.doi.org/10.1155/2021/5582666 Text en Copyright © 2021 Zhongyang He et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article He, Zhongyang Yang, Kai Zhuang, Ning Zeng, Ying Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title | Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title_full | Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title_fullStr | Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title_full_unstemmed | Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title_short | Processing of Affective Pictures: A Study Based on Functional Connectivity Network in the Cerebral Cortex |
title_sort | processing of affective pictures: a study based on functional connectivity network in the cerebral cortex |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8245225/ https://www.ncbi.nlm.nih.gov/pubmed/34257637 http://dx.doi.org/10.1155/2021/5582666 |
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