Research on the method of noise interference in brain information perception system

As an important hardware component in the process of EEG recognition, the brain information perception system undertakes the functions of accurate EEG signal acquisition, amplification, conversion, transmission and recognition. As the EEG signal shows the characteristics of weak in amplitude, low SNR, low frequency range and strong randomness, it can be easily affected by electromagnetic interference in the environment. Thus leads to a decrease in accuracy. Therefore, the interference sources that interfere with the brain information perception process are sorted out, the simulation is carried out for different objective factors, in order to explore the influence of electromagnetic interference in the environment on the brain information perception system. Finally, we provide reference and ideas for the interference of the brain information perception system.

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Publication Details

Published
2024-08-23
DOI
https://doi.org/10.1117/12.3038664
Primary Topic
Neural Networks and Applications
Type
article
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Research on the method of noise interference in brain information perception system

Xiaochuan Zhao, Tiange Hong, Ying Liu, Yunduo Feng et al.
Neural Networks and Applications
article

Research on the method of noise interference in brain information perception system

Xiaochuan Zhao, Tiange Hong, Ying Liu, Yunduo Feng, Leiming Jin
article en

Abstract

As an important hardware component in the process of EEG recognition, the brain information perception system undertakes the functions of accurate EEG signal acquisition, amplification, conversion, transmission and recognition. As the EEG signal shows the characteristics of weak in amplitude, low SNR, low frequency range and strong randomness, it can be easily affected by electromagnetic interference in the environment. Thus leads to a decrease in accuracy. Therefore, the interference sources that interfere with the brain information perception process are sorted out, the simulation is carried out for different objective factors, in order to explore the influence of electromagnetic interference in the environment on the brain information perception system. Finally, we provide reference and ideas for the interference of the brain information perception system.

China North Industries Group Corporation (China) (CN)
Reduced inequalities
Openalex Percentile: Top 88%
Neural Networks and Applications
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